{
  "schemaVersion": 2,
  "snapshot": {
    "id": "f30c2d67-7615-4869-be02-b6810072d5e0",
    "startedAt": "2026-10-09T22:45:30.255Z",
    "completedAt": "2026-10-09T22:45:41.671Z",
    "asOfMarketDate": "2026-10-09"
  },
  "methodologies": {
    "taxDeferredKiss": "kiss-2.4.0",
    "taxableKiss": "taxable-kiss-5.3.0",
    "liquidity": null,
    "gavekal": "gavekal-2.0.0"
  },
  "portfolios": {
    "taxDeferred": {
      "version": 1,
      "methodologyVersion": "kiss-2.4.0",
      "generatedAt": "2026-10-09T22:45:30.320Z",
      "sourceHealth": {
        "marketDaily": {
          "cadence": "trading-day",
          "firstObservationDate": "2016-01-04",
          "observationDate": "2026-10-09",
          "rowCount": 2708
        },
        "participation": {
          "cadence": "trading-day",
          "firstObservationDate": "2016-01-04",
          "observationDate": "2026-10-09",
          "rowCount": 2708,
          "coverage": 1,
          "status": "healthy",
          "terminology": "participation-and-risk-appetite-proxies"
        },
        "treasuryVolatility": {
          "cadence": "weekly",
          "firstObservationDate": "2016-01-04",
          "observationDate": "2026-10-09",
          "rowCount": 2669
        },
        "goldHistory": {
          "cadence": "trading-day",
          "observationDate": "2026-10-09",
          "firstObservationDate": "2005-01-03",
          "rowCount": 5477,
          "construction": "adjusted-total-return-overlap-chain",
          "preHandoffSymbol": "GLD",
          "postHandoffSymbol": "GLDM",
          "handoffDate": "2018-06-26",
          "overlapDate": "2018-06-26",
          "scaleFactor": 4.737051132715505,
          "gldAdjustedCloseAtHandoff": 119.26000213623047,
          "gldmAdjustedCloseAtHandoff": 25.176000595092773,
          "priorSessionDate": "2018-06-25",
          "transitionReturn": -0.005254794033074162
        },
        "creditPremium": {
          "cadence": "daily",
          "observationDate": "2026-10-08",
          "firstObservationDate": "1997-01-02",
          "rowCount": 6992,
          "series": [
            "RIFSPPNA2P2D30NB",
            "RIFSPPNAAD30NB"
          ],
          "transformation": "30-day A2/P2 nonfinancial commercial-paper rate minus same-maturity AA rate",
          "licensing": "Public Domain: Citation Requested"
        },
        "fredDaily": {
          "cadence": "daily",
          "firstObservationDate": "2003-02-07",
          "observationDate": "2026-10-08",
          "rowCount": 3344
        },
        "fredWeekly": {
          "cadence": "weekly",
          "firstObservationDate": "2006-01-02",
          "observationDate": "2026-10-02",
          "rowCount": 1243
        },
        "fredMonthly": {
          "cadence": "monthly",
          "firstObservationDate": "2009-11-01",
          "observationDate": "2026-08-01",
          "rowCount": 202
        },
        "fredQuarterly": {
          "cadence": "quarterly",
          "firstObservationDate": "2001-01-01",
          "observationDate": "2026-04-01",
          "rowCount": 102
        },
        "optionalExtended": {
          "cadence": "trading-day",
          "observationDate": "2026-10-09",
          "status": "healthy",
          "available": 9,
          "total": 9,
          "failedSymbols": []
        }
      },
      "title": "Portfolio Dashboard",
      "sourceNote": "Public market and macro data are transformed into a top-down regime, asset-level trend state, and allocation snapshot.",
      "assets": {
        "stocks": {
          "label": "Stocks",
          "symbol": "VT",
          "source": "Yahoo Finance public chart API"
        },
        "gold": {
          "label": "Gold",
          "symbol": "GLDM",
          "fallback": "GLD",
          "source": "Yahoo Finance public chart API"
        },
        "bitcoin": {
          "label": "Bitcoin",
          "symbol": "BTC-USD",
          "tradeSymbol": "FBTC/BTC",
          "source": "Yahoo Finance public chart API"
        },
        "cash": {
          "label": "Cash",
          "symbol": "SPAXX",
          "source": "Residual allocation"
        }
      },
      "strategicMax": {
        "stocks": 0.6,
        "gold": 0.3,
        "bitcoin": 0.1
      },
      "marketRegime": {
        "regime": "Inflation",
        "leadingRegime": "Inflation",
        "riskBias": "Risk-off",
        "sharedRiskOnLead": false,
        "winnerMargin": 14.583333333333336,
        "coverage": 1,
        "domainAgreement": 0.5,
        "confidence": "High",
        "staleInput": false,
        "ambiguousReasons": [],
        "signalCoverage": 1,
        "scores": {
          "Goldilocks": 20.833333333333332,
          "Reflation": 33.33333333333333,
          "Inflation": 47.916666666666664,
          "Deflation": 29.166666666666664
        },
        "totalConfirmations": 131.24999999999997,
        "signalStrength": 0.3650793650793651,
        "riskOnShare": 0.41269841269841273,
        "riskOffShare": 0.5873015873015874,
        "confirmations": [
          {
            "name": "Global stocks (VT)",
            "state": "Bullish",
            "confirms": "Goldilocks / Reflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "High beta / low vol (SPHB/SPLV)",
            "state": "Bullish",
            "confirms": "Goldilocks / Reflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "Cyclicals / defensives",
            "state": "Bullish",
            "confirms": "Goldilocks / Reflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "Small caps / stocks (IWM/SPY)",
            "state": "Bearish",
            "confirms": "Inflation / Deflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "Equal weight / cap weight (RSP/SPY)",
            "state": "Bearish",
            "confirms": "Inflation / Deflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "Sector participation",
            "state": "Bearish",
            "confirms": "Inflation / Deflation",
            "available": true,
            "unavailableReason": null,
            "participationRate": 0.2857142857142857,
            "bearishParticipationRate": 0.7142857142857143,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "Country and region participation",
            "state": "Bearish",
            "confirms": "Inflation / Deflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "Bitcoin",
            "state": "Bullish",
            "confirms": "Goldilocks / Reflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "riskAppetite"
          },
          {
            "name": "Commodities (DBC)",
            "state": "Bullish",
            "confirms": "Reflation / Inflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "ratesInflation"
          },
          {
            "name": "Broad US dollar (DTWEXBGS)",
            "state": "Bullish",
            "confirms": "Inflation / Deflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-02",
            "domain": "fundingConditions"
          },
          {
            "name": "Equity volatility (^VIX)",
            "state": "Bearish",
            "confirms": "Goldilocks / Reflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "fundingConditions"
          },
          {
            "name": "Treasury volatility (MOVE)",
            "state": "Risk-off",
            "confirms": "Inflation / Deflation",
            "available": true,
            "observationDate": "2026-10-09",
            "domain": "fundingConditions"
          },
          {
            "name": "Gold",
            "state": "Bearish",
            "confirms": "Inflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-09",
            "domain": "ratesInflation"
          },
          {
            "name": "10y Treasury yield trend",
            "state": "Bullish",
            "confirms": "Reflation / Inflation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-08",
            "priorObservationDate": "2026-08-06",
            "level": 5.22,
            "directionBps": 52.999999999999936,
            "accelerationBps": 30.999999999999872,
            "unit": "basis-points-change",
            "thresholdBps": 15,
            "domain": "ratesInflation"
          },
          {
            "name": "Lower-quality commercial-paper premium",
            "state": "Neutral",
            "confirms": "No strong confirmation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-08",
            "priorObservationDate": "2026-08-06",
            "level": 0.20000000000000018,
            "directionBps": -1.9999999999999574,
            "accelerationBps": 3.0000000000000693,
            "unit": "basis-points-change",
            "thresholdBps": 15,
            "lookbackDays": 63,
            "levelUnit": "percentage-point spread",
            "transformation": "30-day A2/P2 nonfinancial commercial-paper rate minus same-maturity AA nonfinancial commercial-paper rate",
            "domain": "credit"
          },
          {
            "name": "Yield curve",
            "state": "Neutral",
            "confirms": "No strong confirmation",
            "available": true,
            "unavailableReason": null,
            "observationDate": "2026-10-08",
            "priorObservationDate": "2026-08-06",
            "level": 0.46999999999999975,
            "directionBps": 2.999999999999936,
            "accelerationBps": 0.9999999999998899,
            "unit": "basis-points-change",
            "thresholdBps": 15,
            "domain": "ratesInflation"
          }
        ],
        "financialConditionsContext": {
          "allocationStatus": "context-only-overlap-control",
          "series": "NFCI",
          "source": "Federal Reserve Bank of Chicago via FRED",
          "cadence": "weekly",
          "unit": "standard-deviation index",
          "observationDate": "2026-10-02",
          "level": -0.494,
          "overlapNote": "NFCI is not counted as an independent vote because it overlaps credit, funding, volatility, rates, and equity conditions already represented in the four domains."
        },
        "domains": [
          {
            "key": "riskAppetite",
            "label": "Risk appetite and participation",
            "weight": 0.25,
            "signalCount": 8,
            "availableCount": 8,
            "coverage": 1,
            "scores": {
              "Goldilocks": 0.5,
              "Reflation": 0.5,
              "Inflation": 0.5,
              "Deflation": 0.5
            }
          },
          {
            "key": "credit",
            "label": "Credit and refinancing conditions",
            "weight": 0.25,
            "signalCount": 1,
            "availableCount": 1,
            "coverage": 1,
            "scores": {
              "Goldilocks": 0,
              "Reflation": 0,
              "Inflation": 0,
              "Deflation": 0
            }
          },
          {
            "key": "ratesInflation",
            "label": "Rates, inflation pricing, and duration",
            "weight": 0.25,
            "signalCount": 4,
            "availableCount": 4,
            "coverage": 1,
            "scores": {
              "Goldilocks": 0,
              "Reflation": 0.5,
              "Inflation": 0.75,
              "Deflation": 0
            }
          },
          {
            "key": "fundingConditions",
            "label": "Funding, dollar, and financial conditions",
            "weight": 0.25,
            "signalCount": 3,
            "availableCount": 3,
            "coverage": 1,
            "scores": {
              "Goldilocks": 0.3333333333333333,
              "Reflation": 0.3333333333333333,
              "Inflation": 0.6666666666666666,
              "Deflation": 0.6666666666666666
            }
          }
        ],
        "sensitivity": {
          "leaveOneSignalOut": [
            {
              "signal": "Global stocks (VT)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "High beta / low vol (SPHB/SPLV)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Cyclicals / defensives",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Small caps / stocks (IWM/SPY)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Equal weight / cap weight (RSP/SPY)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Sector participation",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Country and region participation",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Bitcoin",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Commodities (DBC)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Broad US dollar (DTWEXBGS)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Equity volatility (^VIX)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Treasury volatility (MOVE)",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Gold",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "10y Treasury yield trend",
              "regime": "Inflation",
              "flipsClassification": false
            },
            {
              "signal": "Lower-quality commercial-paper premium",
              "regime": "Mixed",
              "flipsClassification": true
            },
            {
              "signal": "Yield curve",
              "regime": "Inflation",
              "flipsClassification": false
            }
          ],
          "leaveOneDomainOut": [
            {
              "domain": "riskAppetite",
              "label": "Risk appetite and participation",
              "regime": "Mixed",
              "flipsClassification": true
            },
            {
              "domain": "credit",
              "label": "Credit and refinancing conditions",
              "regime": "Mixed",
              "flipsClassification": true
            },
            {
              "domain": "ratesInflation",
              "label": "Rates, inflation pricing, and duration",
              "regime": "Mixed",
              "flipsClassification": true
            },
            {
              "domain": "fundingConditions",
              "label": "Funding, dollar, and financial conditions",
              "regime": "Mixed",
              "flipsClassification": true
            }
          ]
        },
        "summary": "Inflation is the highest-confirmation market regime (47.916666666666664 of 131.24999999999997 weighted confirmations; high confidence)."
      },
      "macro": {
        "gridRegime": "Goldilocks",
        "growthDirection": "Rising",
        "inflationDirection": "Falling",
        "growthDiffusion": 0.6166666666666667,
        "inflationDiffusion": 0.1875,
        "growthBlocks": [
          {
            "key": "privateDemandOutput",
            "label": "Private demand and output",
            "weight": 0.25,
            "state": "Falling",
            "impulse": 0,
            "coverage": 1,
            "latestReleaseDate": "2026-08-01",
            "contribution": 0,
            "features": [
              {
                "name": "Real final sales to private domestic purchasers",
                "current": -0.44999999999999996,
                "prior": 24,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "quarterly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-04-01",
                "latestReleaseDate": "2026-04-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Industrial production",
                "current": 0.014204223973108832,
                "prior": 0.01658091130138506,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Real GDP slow cross-check",
                "current": 0.021915745328897174,
                "prior": 0.02639172848041582,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "quarterly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-04-01",
                "latestReleaseDate": "2026-04-01",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          },
          {
            "key": "householdIncomeSpending",
            "label": "Household income and spending",
            "weight": 0.25,
            "state": "Rising",
            "impulse": 0.6666666666666666,
            "coverage": 1,
            "latestReleaseDate": "2026-08-01",
            "contribution": 0.16666666666666666,
            "features": [
              {
                "name": "Real personal income excluding transfers",
                "current": 0.008006528217985531,
                "prior": 0.0074456850623538795,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Real personal consumption",
                "current": 0.025055440671292395,
                "prior": 0.02092019675820067,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-04-01",
                "latestReleaseDate": "2026-04-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Real retail sales",
                "current": 0.025755710451964786,
                "prior": 0.029431825320613392,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          },
          {
            "key": "laborImpulse",
            "label": "Labor impulse",
            "weight": 0.25,
            "state": "Rising",
            "impulse": 0.8,
            "coverage": 1,
            "latestReleaseDate": "2026-10-03",
            "contribution": 0.2,
            "features": [
              {
                "name": "Payroll growth",
                "current": 0.003128390140525239,
                "prior": 0.002612349979177031,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-09-01",
                "latestReleaseDate": "2026-09-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Aggregate weekly hours",
                "current": 0.005847953216374213,
                "prior": 0.0029239766081869956,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-09-01",
                "latestReleaseDate": "2026-09-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Unemployment-rate change",
                "rising": false,
                "changeBps": 0,
                "unit": "basis-points-change",
                "available": true,
                "transformation": "3-month basis-point change, inverse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-09-01",
                "latestReleaseDate": "2026-09-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Initial claims",
                "current": -0.12444444444444447,
                "prior": -0.06060606060606055,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "weekly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-10-03",
                "latestReleaseDate": "2026-10-03",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Temporary-help employment",
                "current": 0.0061498624372877675,
                "prior": 0.0011578695200831213,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-09-01",
                "latestReleaseDate": "2026-09-01",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          },
          {
            "key": "leadingCyclicalCredit",
            "label": "Leading cyclical and credit impulse",
            "weight": 0.25,
            "state": "Rising",
            "impulse": 1,
            "coverage": 1,
            "latestReleaseDate": "2026-08-01",
            "contribution": 0.25,
            "features": [
              {
                "name": "Housing permits",
                "current": 0.041573867854491464,
                "prior": -0.004237288135593209,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "New orders / capital goods",
                "current": 0.14105668827956142,
                "prior": 0.10928480321897727,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "SLOOS lending standards",
                "current": -1,
                "prior": -0.5621621621621622,
                "rising": true,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "quarterly carried from release date",
                "lag": "carry forward only after release date",
                "direction": "Rising",
                "observationPeriod": "2026-07-01",
                "latestReleaseDate": "2026-07-01",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          }
        ],
        "inflationBlocks": [
          {
            "key": "currentInflationMomentum",
            "label": "Current inflation momentum",
            "weight": 0.25,
            "state": "Falling",
            "impulse": 0.25,
            "coverage": 1,
            "latestReleaseDate": "2026-08-01",
            "contribution": 0.0625,
            "features": [
              {
                "name": "Core PCE 3-month annualized",
                "rising": false,
                "current": 0.020463984083083142,
                "prior": 0.04844307639350398,
                "available": true,
                "transformation": "3-month annualized impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Core PCE 6-month annualized",
                "rising": false,
                "current": 0.027442711148223387,
                "prior": 0.0327159571685709,
                "available": true,
                "transformation": "6-month annualized impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Core CPI 3-month annualized",
                "rising": false,
                "current": 0.019708388578664415,
                "prior": 0.0406048768582874,
                "available": true,
                "transformation": "3-month annualized impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Core CPI 6-month annualized",
                "rising": true,
                "current": 0.025666947387389172,
                "prior": 0.023257732615812987,
                "available": true,
                "transformation": "6-month annualized impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          },
          {
            "key": "inflationPersistence",
            "label": "Inflation breadth and persistence",
            "weight": 0.25,
            "state": "Falling",
            "impulse": 0,
            "coverage": 1,
            "latestReleaseDate": "2026-08-01",
            "contribution": 0,
            "features": [
              {
                "name": "Dallas Fed Trimmed Mean PCE",
                "current": -0.2315789473684211,
                "prior": -0.10294117647058831,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Services inflation persistence",
                "current": 0.030164706532959773,
                "prior": 0.0338346739115265,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          },
          {
            "key": "laborCostPressure",
            "label": "Labor-cost pressure",
            "weight": 0.25,
            "state": "Falling",
            "impulse": 0,
            "coverage": 1,
            "latestReleaseDate": "2026-09-01",
            "contribution": 0,
            "features": [
              {
                "name": "Employment Cost Index wages",
                "current": 0.03138341697251135,
                "prior": 0.033166472642607525,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "quarterly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-04-01",
                "latestReleaseDate": "2026-04-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "Average hourly earnings",
                "current": 0.030245231607629375,
                "prior": 0.03382838283828393,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-09-01",
                "latestReleaseDate": "2026-09-01",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          },
          {
            "key": "pipelineExpectations",
            "label": "Pipeline and expectations",
            "weight": 0.25,
            "state": "Mixed",
            "impulse": 0.5,
            "coverage": 1,
            "latestReleaseDate": "2026-10-09",
            "contribution": 0.125,
            "features": [
              {
                "name": "Final-demand PPI",
                "current": 0.05413622452737954,
                "prior": 0.058797324387626304,
                "rising": false,
                "available": true,
                "transformation": "year-over-year impulse",
                "cadence": "monthly",
                "lag": "published release lag",
                "direction": "Falling",
                "observationPeriod": "2026-08-01",
                "latestReleaseDate": "2026-08-01",
                "allocationStatus": "context-only-revised-no-vintage"
              },
              {
                "name": "10-year breakeven inflation",
                "rising": true,
                "changeBps": 8.999999999999986,
                "unit": "basis-points-change",
                "available": true,
                "transformation": "3-month basis-point change",
                "cadence": "daily",
                "lag": "published release lag",
                "direction": "Rising",
                "observationPeriod": "2026-10-09",
                "latestReleaseDate": "2026-10-09",
                "allocationStatus": "context-only-revised-no-vintage"
              }
            ]
          }
        ],
        "growthFeatures": [
          {
            "name": "Real final sales to private domestic purchasers",
            "current": -0.44999999999999996,
            "prior": 24,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "quarterly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-04-01",
            "latestReleaseDate": "2026-04-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Industrial production",
            "current": 0.014204223973108832,
            "prior": 0.01658091130138506,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Real GDP slow cross-check",
            "current": 0.021915745328897174,
            "prior": 0.02639172848041582,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "quarterly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-04-01",
            "latestReleaseDate": "2026-04-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Real personal income excluding transfers",
            "current": 0.008006528217985531,
            "prior": 0.0074456850623538795,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Real personal consumption",
            "current": 0.025055440671292395,
            "prior": 0.02092019675820067,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-04-01",
            "latestReleaseDate": "2026-04-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Real retail sales",
            "current": 0.025755710451964786,
            "prior": 0.029431825320613392,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Payroll growth",
            "current": 0.003128390140525239,
            "prior": 0.002612349979177031,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-09-01",
            "latestReleaseDate": "2026-09-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Aggregate weekly hours",
            "current": 0.005847953216374213,
            "prior": 0.0029239766081869956,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-09-01",
            "latestReleaseDate": "2026-09-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Unemployment-rate change",
            "rising": false,
            "changeBps": 0,
            "unit": "basis-points-change",
            "available": true,
            "transformation": "3-month basis-point change, inverse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-09-01",
            "latestReleaseDate": "2026-09-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Initial claims",
            "current": -0.12444444444444447,
            "prior": -0.06060606060606055,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "weekly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-10-03",
            "latestReleaseDate": "2026-10-03",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Temporary-help employment",
            "current": 0.0061498624372877675,
            "prior": 0.0011578695200831213,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-09-01",
            "latestReleaseDate": "2026-09-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Housing permits",
            "current": 0.041573867854491464,
            "prior": -0.004237288135593209,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "New orders / capital goods",
            "current": 0.14105668827956142,
            "prior": 0.10928480321897727,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "SLOOS lending standards",
            "current": -1,
            "prior": -0.5621621621621622,
            "rising": true,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "quarterly carried from release date",
            "lag": "carry forward only after release date",
            "direction": "Rising",
            "observationPeriod": "2026-07-01",
            "latestReleaseDate": "2026-07-01",
            "allocationStatus": "context-only-revised-no-vintage"
          }
        ],
        "inflationFeatures": [
          {
            "name": "Core PCE 3-month annualized",
            "rising": false,
            "current": 0.020463984083083142,
            "prior": 0.04844307639350398,
            "available": true,
            "transformation": "3-month annualized impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Core PCE 6-month annualized",
            "rising": false,
            "current": 0.027442711148223387,
            "prior": 0.0327159571685709,
            "available": true,
            "transformation": "6-month annualized impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Core CPI 3-month annualized",
            "rising": false,
            "current": 0.019708388578664415,
            "prior": 0.0406048768582874,
            "available": true,
            "transformation": "3-month annualized impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Core CPI 6-month annualized",
            "rising": true,
            "current": 0.025666947387389172,
            "prior": 0.023257732615812987,
            "available": true,
            "transformation": "6-month annualized impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Dallas Fed Trimmed Mean PCE",
            "current": -0.2315789473684211,
            "prior": -0.10294117647058831,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Services inflation persistence",
            "current": 0.030164706532959773,
            "prior": 0.0338346739115265,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Employment Cost Index wages",
            "current": 0.03138341697251135,
            "prior": 0.033166472642607525,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "quarterly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-04-01",
            "latestReleaseDate": "2026-04-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Average hourly earnings",
            "current": 0.030245231607629375,
            "prior": 0.03382838283828393,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-09-01",
            "latestReleaseDate": "2026-09-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "Final-demand PPI",
            "current": 0.05413622452737954,
            "prior": 0.058797324387626304,
            "rising": false,
            "available": true,
            "transformation": "year-over-year impulse",
            "cadence": "monthly",
            "lag": "published release lag",
            "direction": "Falling",
            "observationPeriod": "2026-08-01",
            "latestReleaseDate": "2026-08-01",
            "allocationStatus": "context-only-revised-no-vintage"
          },
          {
            "name": "10-year breakeven inflation",
            "rising": true,
            "changeBps": 8.999999999999986,
            "unit": "basis-points-change",
            "available": true,
            "transformation": "3-month basis-point change",
            "cadence": "daily",
            "lag": "published release lag",
            "direction": "Rising",
            "observationPeriod": "2026-10-09",
            "latestReleaseDate": "2026-10-09",
            "allocationStatus": "context-only-revised-no-vintage"
          }
        ],
        "minimumBlockCoverage": 0.5,
        "uncertaintyBand": 0.05,
        "allocationStatus": "context-only-revised-no-vintage",
        "vintagePolicy": "Revised FRED history is context-only. Historical allocation cannot consume macro GRID until ALFRED vintages and release dates are fetched and archived point in time.",
        "summary": "Context-only GRID is Goldilocks: growth rising, inflation falling."
      },
      "liquidity": {
        "signal": "Neutral",
        "label": "U.S. reserve-liquidity proxy",
        "latestValue": 5864969,
        "date": "2026-10-07",
        "change4w": 0.0013858980899636997,
        "change13w": -0.01564751099325301,
        "unit": "millions-usd",
        "inputUnits": {
          "output": "millions-usd",
          "walcl": "millions-usd",
          "reverseRepo": "billions-usd",
          "tga": "millions-usd"
        },
        "allocationStatus": "context-only",
        "layers": {
          "reserveLiquidity": {
            "state": "Neutral",
            "impulse": 0.0013858980899636997,
            "cadence": "weekly",
            "allocationStatus": "context-only"
          },
          "financialConditions": {
            "state": "Published on the liquidity dashboard",
            "impulse": null,
            "cadence": "daily-to-weekly",
            "allocationStatus": "context-only"
          },
          "globalLiquidity": {
            "state": "Quarterly context only",
            "impulse": null,
            "cadence": "quarterly",
            "source": "BIS Global Liquidity Indicators",
            "allocationStatus": "context-only"
          }
        },
        "summary": "US net-liquidity proxy is neutral (0.1% 4w, -1.6% 13w)."
      },
      "vams": {
        "stocks": {
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.5693327649006553,
          "zScore": -0.11440169362154537,
          "zScoreState": "Neutral",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 159.8300018310547,
              "threshold": 159.66823333740234,
              "detail": "159.83 vs 159.67",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 159.8300018310547,
              "threshold": 150.98197479248046,
              "detail": "159.83 vs 150.98",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 159.66823333740234,
              "threshold": 150.98197479248046,
              "detail": "159.67 vs 150.98",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.028436038966330734,
              "threshold": 0,
              "detail": "2.8%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 159.66823333740234,
              "threshold": 158.69219116210937,
              "detail": "159.67 vs 158.69 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-trend",
            "label": "Bullish: trend confirmation",
            "detail": "Price is above the 200dma, 3m return is positive, and at least 4 of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish trend breakdown",
              "detail": "Price falls below the 200dma (159.83 vs 150.98; cushion about 5.5%); 3m return turns negative (2.8%); Price falls below the 50dma (159.83 vs 159.67; cushion about 0.1%). Would trigger Bearish trend breakdown.",
              "items": [
                "Price falls below the 200dma (159.83 vs 150.98; cushion about 5.5%)",
                "3m return turns negative (2.8%)",
                "Price falls below the 50dma (159.83 vs 159.67; cushion about 0.1%)"
              ]
            }
          },
          "latestPrice": 159.8300018310547,
          "sma50": 159.66823333740234,
          "sma200": 150.98197479248046,
          "sma50Previous10d": 158.69219116210937,
          "rsi14": 45.47782658622386,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.028436038966330734,
          "realizedVol63d": 0.1158879606453068,
          "drawdown1y": -0.013235931388434596,
          "reason": "Bullish: z=-0.11, 5/5 trend votes, price above 200dma, 3m return 2.8%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        "gold": {
          "state": "Bearish",
          "multiplier": 0,
          "score": -0.09208710641492636,
          "zScore": -1.6071377754532425,
          "zScoreState": "Bearish",
          "trendVotes": 2,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": false,
              "current": 393.12786338462683,
              "threshold": 405.73411157869106,
              "detail": "393.13 vs 405.73",
              "state": "Bearish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": false,
              "current": 393.12786338462683,
              "threshold": 424.36967189130047,
              "detail": "393.13 vs 424.37",
              "state": "Bearish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": false,
              "current": 405.73411157869106,
              "threshold": 424.36967189130047,
              "detail": "405.73 vs 424.37",
              "state": "Bearish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.048250597235994785,
              "threshold": 0,
              "detail": "4.8%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 405.73411157869106,
              "threshold": 404.0439313586735,
              "detail": "405.73 vs 404.04 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bearish-z",
            "label": "Bearish: z-score + weak trend breadth",
            "detail": "z < -0.25 and 2 or fewer of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "Price moves above the 200dma (393.13 vs 424.37; needs about 7.9%); Price moves above the 50dma (393.13 vs 405.73; needs about 3.2%). Would trigger Bullish trend confirmation.",
              "items": [
                "Price moves above the 200dma (393.13 vs 424.37; needs about 7.9%)",
                "Price moves above the 50dma (393.13 vs 405.73; needs about 3.2%)"
              ]
            },
            "nextBearish": null
          },
          "latestPrice": 393.12786338462683,
          "sma50": 405.73411157869106,
          "sma200": 424.36967189130047,
          "sma50Previous10d": 404.0439313586735,
          "rsi14": 37.95620121798039,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.048250597235994785,
          "realizedVol63d": 0.2410349802303433,
          "drawdown1y": -0.2227217338855385,
          "reason": "Bearish: z=-1.61, 2/5 trend votes, price below 200dma, 3m return 4.8%.",
          "rawState": "Bearish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bearish",
            "confirmedState": "Bearish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        "bitcoin": {
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.50501371572982,
          "zScore": 0.845106101387395,
          "zScoreState": "Bullish",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 82567.671875,
              "threshold": 80718.96921875,
              "detail": "82,567.67 vs 80,718.97",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 82567.671875,
              "threshold": 71856.4016796875,
              "detail": "82,567.67 vs 71,856.40",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 80718.96921875,
              "threshold": 71856.4016796875,
              "detail": "80,718.97 vs 71,856.40",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.2726175753397382,
              "threshold": 0,
              "detail": "27.3%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 80718.96921875,
              "threshold": 76871.945546875,
              "detail": "80,718.97 vs 76,871.95 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-both",
            "label": "Bullish: z-score and trend confirmation",
            "detail": "z > +0.25 with at least 3 trend votes, and price > 200dma with positive 3m return and at least 4 trend votes."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish trend breakdown",
              "detail": "Price falls below the 200dma (82,567.67 vs 71,856.40; cushion about 13.0%); 3m return turns negative (27.3%); Price falls below the 50dma (82,567.67 vs 80,718.97; cushion about 2.2%). Would trigger Bearish trend breakdown.",
              "items": [
                "Price falls below the 200dma (82,567.67 vs 71,856.40; cushion about 13.0%)",
                "3m return turns negative (27.3%)",
                "Price falls below the 50dma (82,567.67 vs 80,718.97; cushion about 2.2%)"
              ]
            }
          },
          "latestPrice": 82567.671875,
          "sma50": 80718.96921875,
          "sma200": 71856.4016796875,
          "sma50Previous10d": 76871.945546875,
          "rsi14": 43.26985237308227,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.2726175753397382,
          "realizedVol63d": 0.35018521357584786,
          "drawdown1y": -0.04659476221074765,
          "reason": "Bullish: z=0.85, 5/5 trend votes, price above 200dma, 3m return 27.3%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        }
      },
      "extendedVams": [
        {
          "key": "VT",
          "label": "Total World Stock ETF",
          "symbol": "VT",
          "fetchSymbol": "VT",
          "sourceSymbol": "VT",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.5693327649006553,
          "zScore": -0.11440169362154537,
          "zScoreState": "Neutral",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 159.8300018310547,
              "threshold": 159.66823333740234,
              "detail": "159.83 vs 159.67",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 159.8300018310547,
              "threshold": 150.98197479248046,
              "detail": "159.83 vs 150.98",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 159.66823333740234,
              "threshold": 150.98197479248046,
              "detail": "159.67 vs 150.98",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.028436038966330734,
              "threshold": 0,
              "detail": "2.8%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 159.66823333740234,
              "threshold": 158.69219116210937,
              "detail": "159.67 vs 158.69 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-trend",
            "label": "Bullish: trend confirmation",
            "detail": "Price is above the 200dma, 3m return is positive, and at least 4 of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish trend breakdown",
              "detail": "Price falls below the 200dma (159.83 vs 150.98; cushion about 5.5%); 3m return turns negative (2.8%); Price falls below the 50dma (159.83 vs 159.67; cushion about 0.1%). Would trigger Bearish trend breakdown.",
              "items": [
                "Price falls below the 200dma (159.83 vs 150.98; cushion about 5.5%)",
                "3m return turns negative (2.8%)",
                "Price falls below the 50dma (159.83 vs 159.67; cushion about 0.1%)"
              ]
            }
          },
          "latestPrice": 159.8300018310547,
          "sma50": 159.66823333740234,
          "sma200": 150.98197479248046,
          "sma50Previous10d": 158.69219116210937,
          "rsi14": 45.47782658622386,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.028436038966330734,
          "realizedVol63d": 0.1158879606453068,
          "drawdown1y": -0.013235931388434596,
          "reason": "Bullish: z=-0.11, 5/5 trend votes, price above 200dma, 3m return 2.8%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "GLDM",
          "label": "SPDR Gold MiniShares",
          "symbol": "GLDM",
          "fetchSymbol": "GLDM",
          "sourceSymbol": "GLDM",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bearish",
          "multiplier": 0,
          "score": -0.09208710641492644,
          "zScore": -1.6071377754532428,
          "zScoreState": "Bearish",
          "trendVotes": 2,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": false,
              "current": 82.98999786376953,
              "threshold": 85.6511994934082,
              "detail": "82.99 vs 85.65",
              "state": "Bearish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": false,
              "current": 82.98999786376953,
              "threshold": 89.58519973754883,
              "detail": "82.99 vs 89.59",
              "state": "Bearish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": false,
              "current": 85.6511994934082,
              "threshold": 89.58519973754883,
              "detail": "85.65 vs 89.59",
              "state": "Bearish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.048250597235994785,
              "threshold": 0,
              "detail": "4.8%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 85.6511994934082,
              "threshold": 85.2943994140625,
              "detail": "85.65 vs 85.29 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bearish-z",
            "label": "Bearish: z-score + weak trend breadth",
            "detail": "z < -0.25 and 2 or fewer of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "Price moves above the 200dma (82.99 vs 89.59; needs about 7.9%); Price moves above the 50dma (82.99 vs 85.65; needs about 3.2%). Would trigger Bullish trend confirmation.",
              "items": [
                "Price moves above the 200dma (82.99 vs 89.59; needs about 7.9%)",
                "Price moves above the 50dma (82.99 vs 85.65; needs about 3.2%)"
              ]
            },
            "nextBearish": null
          },
          "latestPrice": 82.98999786376953,
          "sma50": 85.6511994934082,
          "sma200": 89.58519973754883,
          "sma50Previous10d": 85.2943994140625,
          "rsi14": 37.95620121798037,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.048250597235994785,
          "realizedVol63d": 0.24103498023034334,
          "drawdown1y": -0.2227217338855385,
          "reason": "Bearish: z=-1.61, 2/5 trend votes, price below 200dma, 3m return 4.8%.",
          "rawState": "Bearish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bearish",
            "confirmedState": "Bearish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "BTC",
          "label": "Bitcoin",
          "symbol": "BTC",
          "fetchSymbol": "BTC-USD",
          "sourceSymbol": "BTC-USD",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.50501371572982,
          "zScore": 0.845106101387395,
          "zScoreState": "Bullish",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 82567.671875,
              "threshold": 80718.96921875,
              "detail": "82,567.67 vs 80,718.97",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 82567.671875,
              "threshold": 71856.4016796875,
              "detail": "82,567.67 vs 71,856.40",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 80718.96921875,
              "threshold": 71856.4016796875,
              "detail": "80,718.97 vs 71,856.40",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.2726175753397382,
              "threshold": 0,
              "detail": "27.3%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 80718.96921875,
              "threshold": 76871.945546875,
              "detail": "80,718.97 vs 76,871.95 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-both",
            "label": "Bullish: z-score and trend confirmation",
            "detail": "z > +0.25 with at least 3 trend votes, and price > 200dma with positive 3m return and at least 4 trend votes."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish trend breakdown",
              "detail": "Price falls below the 200dma (82,567.67 vs 71,856.40; cushion about 13.0%); 3m return turns negative (27.3%); Price falls below the 50dma (82,567.67 vs 80,718.97; cushion about 2.2%). Would trigger Bearish trend breakdown.",
              "items": [
                "Price falls below the 200dma (82,567.67 vs 71,856.40; cushion about 13.0%)",
                "3m return turns negative (27.3%)",
                "Price falls below the 50dma (82,567.67 vs 80,718.97; cushion about 2.2%)"
              ]
            }
          },
          "latestPrice": 82567.671875,
          "sma50": 80718.96921875,
          "sma200": 71856.4016796875,
          "sma50Previous10d": 76871.945546875,
          "rsi14": 43.26985237308227,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.2726175753397382,
          "realizedVol63d": 0.35018521357584786,
          "drawdown1y": -0.04659476221074765,
          "reason": "Bullish: z=0.85, 5/5 trend votes, price above 200dma, 3m return 27.3%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "AGG",
          "label": "iShares Core U.S. Aggregate Bond ETF",
          "symbol": "AGG",
          "fetchSymbol": "AGG",
          "sourceSymbol": "AGG",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bearish",
          "multiplier": 0,
          "score": -0.47998304452231155,
          "zScore": -2.1872003182837467,
          "zScoreState": "Bearish",
          "trendVotes": 0,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": false,
              "current": 94.58999633789062,
              "threshold": 95.97199127197266,
              "detail": "94.59 vs 95.97",
              "state": "Bearish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": false,
              "current": 94.58999633789062,
              "threshold": 96.93571086883544,
              "detail": "94.59 vs 96.94",
              "state": "Bearish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": false,
              "current": 95.97199127197266,
              "threshold": 96.93571086883544,
              "detail": "95.97 vs 96.94",
              "state": "Bearish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": false,
              "current": -0.02173045948392638,
              "threshold": 0,
              "detail": "-2.2%",
              "state": "Bearish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": false,
              "current": 95.97199127197266,
              "threshold": 96.43968215942382,
              "detail": "95.97 vs 96.44 10d ago",
              "state": "Bearish"
            }
          ],
          "triggeredRule": {
            "key": "bearish-both",
            "label": "Bearish: z-score and trend breakdown",
            "detail": "z < -0.25 with 2 or fewer trend votes, and price < 200dma with negative 3m return and 2 or fewer trend votes."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "Price moves above the 200dma (94.59 vs 96.94; needs about 2.5%); 3m return turns positive (-2.2%); 50dma starts rising versus 10 trading days ago (95.97 vs 96.44 10d ago); 50dma moves above the 200dma (95.97 vs 96.94; gap about 1.0%). Would trigger Bullish trend confirmation.",
              "items": [
                "Price moves above the 200dma (94.59 vs 96.94; needs about 2.5%)",
                "3m return turns positive (-2.2%)",
                "50dma starts rising versus 10 trading days ago (95.97 vs 96.44 10d ago)",
                "50dma moves above the 200dma (95.97 vs 96.94; gap about 1.0%)"
              ]
            },
            "nextBearish": null
          },
          "latestPrice": 94.58999633789062,
          "sma50": 95.97199127197266,
          "sma200": 96.93571086883544,
          "sma50Previous10d": 96.43968215942382,
          "rsi14": 30.16338787477538,
          "rsiAllocationStatus": "display-only",
          "return3m": -0.02173045948392638,
          "realizedVol63d": 0.04388523099260099,
          "drawdown1y": -0.041595264878730887,
          "reason": "Bearish: z=-2.19, 0/5 trend votes, price below 200dma, 3m return -2.2%.",
          "rawState": "Bearish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bearish",
            "confirmedState": "Bearish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "TLT",
          "label": "iShares 20+ Year Treasury Bond ETF",
          "symbol": "TLT",
          "fetchSymbol": "TLT",
          "sourceSymbol": "TLT",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bearish",
          "multiplier": 0,
          "score": -0.6572235855827193,
          "zScore": -2.2070910855062924,
          "zScoreState": "Bearish",
          "trendVotes": 0,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": false,
              "current": 77.9800033569336,
              "threshold": 80.65374542236329,
              "detail": "77.98 vs 80.65",
              "state": "Bearish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": false,
              "current": 77.9800033569336,
              "threshold": 83.55030544281006,
              "detail": "77.98 vs 83.55",
              "state": "Bearish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": false,
              "current": 80.65374542236329,
              "threshold": 83.55030544281006,
              "detail": "80.65 vs 83.55",
              "state": "Bearish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": false,
              "current": -0.06025150627846265,
              "threshold": 0,
              "detail": "-6.0%",
              "state": "Bearish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": false,
              "current": 80.65374542236329,
              "threshold": 81.6426725769043,
              "detail": "80.65 vs 81.64 10d ago",
              "state": "Bearish"
            }
          ],
          "triggeredRule": {
            "key": "bearish-both",
            "label": "Bearish: z-score and trend breakdown",
            "detail": "z < -0.25 with 2 or fewer trend votes, and price < 200dma with negative 3m return and 2 or fewer trend votes."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "Price moves above the 200dma (77.98 vs 83.55; needs about 7.1%); 3m return turns positive (-6.0%); 50dma starts rising versus 10 trading days ago (80.65 vs 81.64 10d ago); Price moves above the 50dma (77.98 vs 80.65; needs about 3.4%). Would trigger Bullish trend confirmation.",
              "items": [
                "Price moves above the 200dma (77.98 vs 83.55; needs about 7.1%)",
                "3m return turns positive (-6.0%)",
                "50dma starts rising versus 10 trading days ago (80.65 vs 81.64 10d ago)",
                "Price moves above the 50dma (77.98 vs 80.65; needs about 3.4%)"
              ]
            },
            "nextBearish": null
          },
          "latestPrice": 77.9800033569336,
          "sma50": 80.65374542236329,
          "sma200": 83.55030544281006,
          "sma50Previous10d": 81.6426725769043,
          "rsi14": 20.783611291621924,
          "rsiAllocationStatus": "display-only",
          "return3m": -0.06025150627846265,
          "realizedVol63d": 0.09977256350942793,
          "drawdown1y": -0.11481399046655671,
          "reason": "Bearish: z=-2.21, 0/5 trend votes, price below 200dma, 3m return -6.0%.",
          "rawState": "Bearish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bearish",
            "confirmedState": "Bearish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "BRK.B",
          "label": "Berkshire Hathaway",
          "symbol": "BRK.B",
          "fetchSymbol": "BRK-B",
          "sourceSymbol": "BRK-B",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.31228547085587094,
          "zScore": -0.12900113921044465,
          "zScoreState": "Neutral",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 515.6199951171875,
              "threshold": 507.76819885253906,
              "detail": "515.62 vs 507.77",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 515.6199951171875,
              "threshold": 492.9698495483398,
              "detail": "515.62 vs 492.97",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 507.76819885253906,
              "threshold": 492.9698495483398,
              "detail": "507.77 vs 492.97",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.037777978832833625,
              "threshold": 0,
              "detail": "3.8%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 507.76819885253906,
              "threshold": 506.2903985595703,
              "detail": "507.77 vs 506.29 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-trend",
            "label": "Bullish: trend confirmation",
            "detail": "Price is above the 200dma, 3m return is positive, and at least 4 of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish trend breakdown",
              "detail": "Price falls below the 200dma (515.62 vs 492.97; cushion about 4.4%); 3m return turns negative (3.8%); 50dma stops rising versus 10 trading days ago (507.77 vs 506.29 10d ago; cushion about 0.3%). Would trigger Bearish trend breakdown.",
              "items": [
                "Price falls below the 200dma (515.62 vs 492.97; cushion about 4.4%)",
                "3m return turns negative (3.8%)",
                "50dma stops rising versus 10 trading days ago (507.77 vs 506.29 10d ago; cushion about 0.3%)"
              ]
            }
          },
          "latestPrice": 515.6199951171875,
          "sma50": 507.76819885253906,
          "sma200": 492.9698495483398,
          "sma50Previous10d": 506.2903985595703,
          "rsi14": 70.8422284451656,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.037777978832833625,
          "realizedVol63d": 0.13625500813242675,
          "drawdown1y": -0.026066238975551936,
          "reason": "Bullish: z=-0.13, 5/5 trend votes, price above 200dma, 3m return 3.8%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "AMZN",
          "label": "Amazon",
          "symbol": "AMZN",
          "fetchSymbol": "AMZN",
          "sourceSymbol": "AMZN",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.20002323215154316,
          "zScore": -0.4062873997519815,
          "zScoreState": "Bearish",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 262.42999267578125,
              "threshold": 259.09559967041014,
              "detail": "262.43 vs 259.10",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 262.42999267578125,
              "threshold": 242.15154998779298,
              "detail": "262.43 vs 242.15",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 259.09559967041014,
              "threshold": 242.15154998779298,
              "detail": "259.10 vs 242.15",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.06113782405260504,
              "threshold": 0,
              "detail": "6.1%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 259.09559967041014,
              "threshold": 256.175,
              "detail": "259.10 vs 256.18 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-trend",
            "label": "Bullish: trend confirmation",
            "detail": "Price is above the 200dma, 3m return is positive, and at least 4 of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish z-score + weak trend breadth",
              "detail": "50dma stops rising versus 10 trading days ago (259.10 vs 256.18 10d ago; cushion about 1.1%); Price falls below the 50dma (262.43 vs 259.10; cushion about 1.3%); 3m return turns negative (6.1%). Would trigger Bearish z-score + weak trend breadth.",
              "items": [
                "50dma stops rising versus 10 trading days ago (259.10 vs 256.18 10d ago; cushion about 1.1%)",
                "Price falls below the 50dma (262.43 vs 259.10; cushion about 1.3%)",
                "3m return turns negative (6.1%)"
              ]
            }
          },
          "latestPrice": 262.42999267578125,
          "sma50": 259.09559967041014,
          "sma200": 242.15154998779298,
          "sma50Previous10d": 256.175,
          "rsi14": 54.608586750949165,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.06113782405260504,
          "realizedVol63d": 0.4036504682268577,
          "drawdown1y": -0.0760157635836376,
          "reason": "Bullish: z=-0.41, 5/5 trend votes, price above 200dma, 3m return 6.1%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "AAPL",
          "label": "Apple",
          "symbol": "AAPL",
          "fetchSymbol": "AAPL",
          "sourceSymbol": "AAPL",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.5307787324718727,
          "zScore": 0.5456297546863094,
          "zScoreState": "Bullish",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 336.6400146484375,
              "threshold": 322.38860107421874,
              "detail": "336.64 vs 322.39",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 336.6400146484375,
              "threshold": 290.74344970703123,
              "detail": "336.64 vs 290.74",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 322.38860107421874,
              "threshold": 290.74344970703123,
              "detail": "322.39 vs 290.74",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.0609183991635005,
              "threshold": 0,
              "detail": "6.1%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 322.38860107421874,
              "threshold": 321.8319995117188,
              "detail": "322.39 vs 321.83 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-both",
            "label": "Bullish: z-score and trend confirmation",
            "detail": "z > +0.25 with at least 3 trend votes, and price > 200dma with positive 3m return and at least 4 trend votes."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish trend breakdown",
              "detail": "Price falls below the 200dma (336.64 vs 290.74; cushion about 13.6%); 3m return turns negative (6.1%); 50dma stops rising versus 10 trading days ago (322.39 vs 321.83 10d ago; cushion about 0.2%). Would trigger Bearish trend breakdown.",
              "items": [
                "Price falls below the 200dma (336.64 vs 290.74; cushion about 13.6%)",
                "3m return turns negative (6.1%)",
                "50dma stops rising versus 10 trading days ago (322.39 vs 321.83 10d ago; cushion about 0.2%)"
              ]
            }
          },
          "latestPrice": 336.6400146484375,
          "sma50": 322.38860107421874,
          "sma200": 290.74344970703123,
          "sma50Previous10d": 321.8319995117188,
          "rsi14": 47.29292043459012,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.0609183991635005,
          "realizedVol63d": 0.27052875425050915,
          "drawdown1y": -0.012988514324480449,
          "reason": "Bullish: z=0.55, 5/5 trend votes, price above 200dma, 3m return 6.1%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "TSLA",
          "label": "Tesla",
          "symbol": "TSLA",
          "fetchSymbol": "TSLA",
          "sourceSymbol": "TSLA",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bearish",
          "multiplier": 0,
          "score": 0.013309608152182135,
          "zScore": -0.2838075939106152,
          "zScoreState": "Bearish",
          "trendVotes": 2,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 382.70001220703125,
              "threshold": 354.74499755859375,
              "detail": "382.70 vs 354.74",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": false,
              "current": 382.70001220703125,
              "threshold": 390.60454925537107,
              "detail": "382.70 vs 390.60",
              "state": "Bearish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": false,
              "current": 354.74499755859375,
              "threshold": 390.60454925537107,
              "detail": "354.74 vs 390.60",
              "state": "Bearish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": false,
              "current": -0.030550200780859127,
              "threshold": 0,
              "detail": "-3.1%",
              "state": "Bearish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 354.74499755859375,
              "threshold": 348.24859802246095,
              "detail": "354.74 vs 348.25 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bearish-both",
            "label": "Bearish: z-score and trend breakdown",
            "detail": "z < -0.25 with 2 or fewer trend votes, and price < 200dma with negative 3m return and 2 or fewer trend votes."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "Price moves above the 200dma (382.70 vs 390.60; needs about 2.1%); 3m return turns positive (-3.1%). Would trigger Bullish trend confirmation.",
              "items": [
                "Price moves above the 200dma (382.70 vs 390.60; needs about 2.1%)",
                "3m return turns positive (-3.1%)"
              ]
            },
            "nextBearish": null
          },
          "latestPrice": 382.70001220703125,
          "sma50": 354.74499755859375,
          "sma200": 390.60454925537107,
          "sma50Previous10d": 348.24859802246095,
          "rsi14": 54.95183436215757,
          "rsiAllocationStatus": "display-only",
          "return3m": -0.030550200780859127,
          "realizedVol63d": 0.49721194412429454,
          "drawdown1y": -0.21878825754772435,
          "reason": "Bearish: z=-0.28, 2/5 trend votes, price below 200dma, 3m return -3.1%.",
          "rawState": "Bearish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bearish",
            "confirmedState": "Bearish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "MSFT",
          "label": "Microsoft",
          "symbol": "MSFT",
          "fetchSymbol": "MSFT",
          "sourceSymbol": "MSFT",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.6319208799650698,
          "zScore": 0.7207198633285467,
          "zScoreState": "Bullish",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 535.0700073242188,
              "threshold": 500.44679870605466,
              "detail": "535.07 vs 500.45",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 535.0700073242188,
              "threshold": 434.00389907836916,
              "detail": "535.07 vs 434.00",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 500.44679870605466,
              "threshold": 434.00389907836916,
              "detail": "500.45 vs 434.00",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.3685005260709524,
              "threshold": 0,
              "detail": "36.9%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 500.44679870605466,
              "threshold": 475.81159912109376,
              "detail": "500.45 vs 475.81 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-both",
            "label": "Bullish: z-score and trend confirmation",
            "detail": "z > +0.25 with at least 3 trend votes, and price > 200dma with positive 3m return and at least 4 trend votes."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish trend breakdown",
              "detail": "Price falls below the 200dma (535.07 vs 434.00; cushion about 18.9%); 3m return turns negative (36.9%); 50dma stops rising versus 10 trading days ago (500.45 vs 475.81 10d ago; cushion about 4.9%). Would trigger Bearish trend breakdown.",
              "items": [
                "Price falls below the 200dma (535.07 vs 434.00; cushion about 18.9%)",
                "3m return turns negative (36.9%)",
                "50dma stops rising versus 10 trading days ago (500.45 vs 475.81 10d ago; cushion about 4.9%)"
              ]
            }
          },
          "latestPrice": 535.0700073242188,
          "sma50": 500.44679870605466,
          "sma200": 434.00389907836916,
          "sma50Previous10d": 475.81159912109376,
          "rsi14": 72.33046922543627,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.3685005260709524,
          "realizedVol63d": 0.3786265727111557,
          "drawdown1y": -0.012913461186597641,
          "reason": "Bullish: z=0.72, 5/5 trend votes, price above 200dma, 3m return 36.9%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "NVDA",
          "label": "NVIDIA",
          "symbol": "NVDA",
          "fetchSymbol": "NVDA",
          "sourceSymbol": "NVDA",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bullish",
          "multiplier": 1,
          "score": 0.37661585137436976,
          "zScore": -0.47721862276251975,
          "zScoreState": "Bearish",
          "trendVotes": 5,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 229.27999877929688,
              "threshold": 222.0774005126953,
              "detail": "229.28 vs 222.08",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 229.27999877929688,
              "threshold": 202.15404998779297,
              "detail": "229.28 vs 202.15",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 222.0774005126953,
              "threshold": 202.15404998779297,
              "detail": "222.08 vs 202.15",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": true,
              "current": 0.12651697614326962,
              "threshold": 0,
              "detail": "12.7%",
              "state": "Bullish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 222.0774005126953,
              "threshold": 215.97699951171876,
              "detail": "222.08 vs 215.98 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "bullish-trend",
            "label": "Bullish: trend confirmation",
            "detail": "Price is above the 200dma, 3m return is positive, and at least 4 of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": null,
            "nextBearish": {
              "label": "Bearish z-score + weak trend breadth",
              "detail": "50dma stops rising versus 10 trading days ago (222.08 vs 215.98 10d ago; cushion about 2.7%); Price falls below the 50dma (229.28 vs 222.08; cushion about 3.1%); 50dma falls below the 200dma (222.08 vs 202.15; cushion about 9.0%). Would trigger Bearish z-score + weak trend breadth.",
              "items": [
                "50dma stops rising versus 10 trading days ago (222.08 vs 215.98 10d ago; cushion about 2.7%)",
                "Price falls below the 50dma (229.28 vs 222.08; cushion about 3.1%)",
                "50dma falls below the 200dma (222.08 vs 202.15; cushion about 9.0%)"
              ]
            }
          },
          "latestPrice": 229.27999877929688,
          "sma50": 222.0774005126953,
          "sma200": 202.15404998779297,
          "sma50Previous10d": 215.97699951171876,
          "rsi14": 52.81898357392729,
          "rsiAllocationStatus": "display-only",
          "return3m": 0.12651697614326962,
          "realizedVol63d": 0.3687967074160514,
          "drawdown1y": -0.04163186124885698,
          "reason": "Bullish: z=-0.48, 5/5 trend votes, price above 200dma, 3m return 12.7%.",
          "rawState": "Bullish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bullish",
            "confirmedState": "Bullish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "GOOG",
          "label": "Alphabet",
          "symbol": "GOOG",
          "fetchSymbol": "GOOG",
          "sourceSymbol": "GOOG",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Neutral",
          "multiplier": 0.5,
          "score": 0.26724749406543113,
          "zScore": -0.545001853908581,
          "zScoreState": "Bearish",
          "trendVotes": 4,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": true,
              "current": 347.8599853515625,
              "threshold": 343.3907995605469,
              "detail": "347.86 vs 343.39",
              "state": "Bullish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 347.8599853515625,
              "threshold": 338.3837991333008,
              "detail": "347.86 vs 338.38",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 343.3907995605469,
              "threshold": 338.3837991333008,
              "detail": "343.39 vs 338.38",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": false,
              "current": -0.008013311570910675,
              "threshold": 0,
              "detail": "-0.8%",
              "state": "Bearish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": true,
              "current": 343.3907995605469,
              "threshold": 342.0032006835938,
              "detail": "343.39 vs 342.00 10d ago",
              "state": "Bullish"
            }
          ],
          "triggeredRule": {
            "key": "neutral-no-trigger",
            "label": "Neutral: no bullish or bearish rule triggered",
            "detail": "Neither bullish rule nor bearish rule has enough confirmation, so VAMS remains neutral."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "3m return turns positive (-0.8%). Would trigger Bullish trend confirmation.",
              "items": [
                "3m return turns positive (-0.8%)"
              ]
            },
            "nextBearish": {
              "label": "Bearish z-score + weak trend breadth",
              "detail": "50dma stops rising versus 10 trading days ago (343.39 vs 342.00 10d ago; cushion about 0.4%); Price falls below the 50dma (347.86 vs 343.39; cushion about 1.3%). Would trigger Bearish z-score + weak trend breadth.",
              "items": [
                "50dma stops rising versus 10 trading days ago (343.39 vs 342.00 10d ago; cushion about 0.4%)",
                "Price falls below the 50dma (347.86 vs 343.39; cushion about 1.3%)"
              ]
            }
          },
          "latestPrice": 347.8599853515625,
          "sma50": 343.3907995605469,
          "sma200": 338.3837991333008,
          "sma50Previous10d": 342.0032006835938,
          "rsi14": 47.15660905623129,
          "rsiAllocationStatus": "display-only",
          "return3m": -0.008013311570910675,
          "realizedVol63d": 0.3325475078869082,
          "drawdown1y": -0.12825787414145418,
          "reason": "Neutral: z=-0.55, 4/5 trend votes, price above 200dma, 3m return -0.8%.",
          "rawState": "Neutral",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Neutral",
            "confirmedState": "Neutral",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "JPM",
          "label": "JPMorgan Chase",
          "symbol": "JPM",
          "fetchSymbol": "JPM",
          "sourceSymbol": "JPM",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bearish",
          "multiplier": 0,
          "score": 0.12087636987091364,
          "zScore": -1.087592060177425,
          "zScoreState": "Bearish",
          "trendVotes": 2,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": false,
              "current": 332.989990234375,
              "threshold": 350.1441998291016,
              "detail": "332.99 vs 350.14",
              "state": "Bearish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": true,
              "current": 332.989990234375,
              "threshold": 322.1362008666992,
              "detail": "332.99 vs 322.14",
              "state": "Bullish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": true,
              "current": 350.1441998291016,
              "threshold": 322.1362008666992,
              "detail": "350.14 vs 322.14",
              "state": "Bullish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": false,
              "current": -0.0046034990898914385,
              "threshold": 0,
              "detail": "-0.5%",
              "state": "Bearish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": false,
              "current": 350.1441998291016,
              "threshold": 353.34380004882814,
              "detail": "350.14 vs 353.34 10d ago",
              "state": "Bearish"
            }
          ],
          "triggeredRule": {
            "key": "bearish-z",
            "label": "Bearish: z-score + weak trend breadth",
            "detail": "z < -0.25 and 2 or fewer of 5 trend votes are bullish."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "3m return turns positive (-0.5%); 50dma starts rising versus 10 trading days ago (350.14 vs 353.34 10d ago). Would trigger Bullish trend confirmation.",
              "items": [
                "3m return turns positive (-0.5%)",
                "50dma starts rising versus 10 trading days ago (350.14 vs 353.34 10d ago)"
              ]
            },
            "nextBearish": null
          },
          "latestPrice": 332.989990234375,
          "sma50": 350.1441998291016,
          "sma200": 322.1362008666992,
          "sma50Previous10d": 353.34380004882814,
          "rsi14": 27.119862945915088,
          "rsiAllocationStatus": "display-only",
          "return3m": -0.0046034990898914385,
          "realizedVol63d": 0.17896539787445018,
          "drawdown1y": -0.08814831887568819,
          "reason": "Bearish: z=-1.09, 2/5 trend votes, price above 200dma, 3m return -0.5%.",
          "rawState": "Bearish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bearish",
            "confirmedState": "Bearish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        },
        {
          "key": "LMT",
          "label": "Lockheed Martin",
          "symbol": "LMT",
          "fetchSymbol": "LMT",
          "sourceSymbol": "LMT",
          "source": "Yahoo Finance public chart API",
          "observationDate": "2026-10-09",
          "dataStatus": "fresh",
          "dataError": null,
          "state": "Bearish",
          "multiplier": 0,
          "score": -0.23989403146941468,
          "zScore": -0.7790560011597698,
          "zScoreState": "Bearish",
          "trendVotes": 0,
          "trendVoteDetails": [
            {
              "key": "priceAbove50dma",
              "label": "Price > 50dma",
              "bullish": false,
              "current": 509.5899963378906,
              "threshold": 549.076401977539,
              "detail": "509.59 vs 549.08",
              "state": "Bearish"
            },
            {
              "key": "priceAbove200dma",
              "label": "Price > 200dma",
              "bullish": false,
              "current": 509.5899963378906,
              "threshold": 563.6554515075684,
              "detail": "509.59 vs 563.66",
              "state": "Bearish"
            },
            {
              "key": "ma50AboveMa200",
              "label": "50dma > 200dma",
              "bullish": false,
              "current": 549.076401977539,
              "threshold": 563.6554515075684,
              "detail": "549.08 vs 563.66",
              "state": "Bearish"
            },
            {
              "key": "return3mPositive",
              "label": "3m return > 0",
              "bullish": false,
              "current": -0.021299063712625133,
              "threshold": 0,
              "detail": "-2.1%",
              "state": "Bearish"
            },
            {
              "key": "ma50Rising",
              "label": "50dma rising",
              "bullish": false,
              "current": 549.076401977539,
              "threshold": 557.3094012451172,
              "detail": "549.08 vs 557.31 10d ago",
              "state": "Bearish"
            }
          ],
          "triggeredRule": {
            "key": "bearish-both",
            "label": "Bearish: z-score and trend breakdown",
            "detail": "z < -0.25 with 2 or fewer trend votes, and price < 200dma with negative 3m return and 2 or fewer trend votes."
          },
          "nextTriggers": {
            "nextBullish": {
              "label": "Bullish trend confirmation",
              "detail": "Price moves above the 200dma (509.59 vs 563.66; needs about 10.6%); 3m return turns positive (-2.1%); 50dma starts rising versus 10 trading days ago (549.08 vs 557.31 10d ago); 50dma moves above the 200dma (549.08 vs 563.66; gap about 2.7%). Would trigger Bullish trend confirmation.",
              "items": [
                "Price moves above the 200dma (509.59 vs 563.66; needs about 10.6%)",
                "3m return turns positive (-2.1%)",
                "50dma starts rising versus 10 trading days ago (549.08 vs 557.31 10d ago)",
                "50dma moves above the 200dma (549.08 vs 563.66; gap about 2.7%)"
              ]
            },
            "nextBearish": null
          },
          "latestPrice": 509.5899963378906,
          "sma50": 549.076401977539,
          "sma200": 563.6554515075684,
          "sma50Previous10d": 557.3094012451172,
          "rsi14": 28.722129721738753,
          "rsiAllocationStatus": "display-only",
          "return3m": -0.021299063712625133,
          "realizedVol63d": 0.302269434505825,
          "drawdown1y": -0.24694844518196135,
          "reason": "Bearish: z=-0.78, 0/5 trend votes, price below 200dma, 3m return -2.1%.",
          "rawState": "Bearish",
          "stateMemory": {
            "persistence": 2,
            "rawState": "Bearish",
            "confirmedState": "Bearish",
            "pendingState": null,
            "pendingCount": 0,
            "confirmedChange": false
          }
        }
      ],
      "allocation": [
        {
          "key": "stocks",
          "label": "Stocks",
          "symbol": "VT",
          "strategicMax": 0.6,
          "topDownTarget": 0.3,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "Bullish",
          "multiplier": 1,
          "actualWeight": 0.3,
          "percentOfMaxExposure": 0.5,
          "reason": "Bullish: z=-0.11, 5/5 trend votes, price above 200dma, 3m return 2.8%.",
          "signalTargetWeight": 0.3,
          "signalPercentOfMaxExposure": 0.5,
          "confirmationStatus": "confirmed"
        },
        {
          "key": "gold",
          "label": "Gold",
          "symbol": "GLDM",
          "strategicMax": 0.3,
          "topDownTarget": 0.15,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "Bearish",
          "multiplier": 0,
          "actualWeight": 0,
          "percentOfMaxExposure": 0,
          "reason": "Bearish: z=-1.61, 2/5 trend votes, price below 200dma, 3m return 4.8%.",
          "signalTargetWeight": 0,
          "signalPercentOfMaxExposure": 0,
          "confirmationStatus": "confirmed"
        },
        {
          "key": "bitcoin",
          "label": "Bitcoin",
          "symbol": "FBTC/BTC",
          "strategicMax": 0.1,
          "topDownTarget": 0.05,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "Bullish",
          "multiplier": 1,
          "actualWeight": 0.05,
          "percentOfMaxExposure": 0.5,
          "reason": "Bullish: z=0.85, 5/5 trend votes, price above 200dma, 3m return 27.3%.",
          "signalTargetWeight": 0.05,
          "signalPercentOfMaxExposure": 0.5,
          "confirmationStatus": "confirmed"
        },
        {
          "key": "cash",
          "label": "Cash",
          "symbol": "SPAXX",
          "strategicMax": 1,
          "topDownTarget": null,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "n/a",
          "multiplier": null,
          "actualWeight": 0.65,
          "percentOfMaxExposure": 0.65,
          "reason": "Residual from top-down and VAMS risk controls goes to cash; cash can reach 100% when all risk assets are bearish.",
          "signalTargetWeight": 0.65,
          "signalPercentOfMaxExposure": 0.65,
          "confirmationStatus": "confirmed"
        }
      ],
      "targetAllocation": [
        {
          "key": "stocks",
          "label": "Stocks",
          "symbol": "VT",
          "strategicMax": 0.6,
          "topDownTarget": 0.3,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "Bullish",
          "multiplier": 1,
          "actualWeight": 0.3,
          "percentOfMaxExposure": 0.5,
          "reason": "Bullish: z=-0.11, 5/5 trend votes, price above 200dma, 3m return 2.8%."
        },
        {
          "key": "gold",
          "label": "Gold",
          "symbol": "GLDM",
          "strategicMax": 0.3,
          "topDownTarget": 0.15,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "Bearish",
          "multiplier": 0,
          "actualWeight": 0,
          "percentOfMaxExposure": 0,
          "reason": "Bearish: z=-1.61, 2/5 trend votes, price below 200dma, 3m return 4.8%."
        },
        {
          "key": "bitcoin",
          "label": "Bitcoin",
          "symbol": "FBTC/BTC",
          "strategicMax": 0.1,
          "topDownTarget": 0.05,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "Bullish",
          "multiplier": 1,
          "actualWeight": 0.05,
          "percentOfMaxExposure": 0.5,
          "reason": "Bullish: z=0.85, 5/5 trend votes, price above 200dma, 3m return 27.3%."
        },
        {
          "key": "cash",
          "label": "Cash",
          "symbol": "SPAXX",
          "strategicMax": 1,
          "topDownTarget": null,
          "topDownRegime": "Inflation",
          "topDownHeldForAmbiguity": false,
          "vams": "n/a",
          "multiplier": null,
          "actualWeight": 0.65,
          "percentOfMaxExposure": 0.65,
          "reason": "Residual from top-down and VAMS risk controls goes to cash; cash can reach 100% when all risk assets are bearish."
        }
      ],
      "allocationConfirmation": {
        "policy": "per-sleeve-two-close-reduction-five-close-increase",
        "scope": "per-sleeve",
        "riskReductionCloses": 2,
        "riskIncreaseCloses": 5,
        "rotationHandling": "departing-sleeve-reduces-after-two-closes-arriving-sleeve-increases-after-five",
        "lastConfirmedSignalDate": "2026-09-24",
        "lastConfirmedSignalDates": {
          "stocks": "2026-09-24",
          "gold": "2026-09-17",
          "bitcoin": "2026-09-16"
        },
        "confirmedRegime": "Inflation",
        "pending": null,
        "pendingSleeves": [],
        "executionTiming": "next-session-after-confirmed-close"
      },
      "referencePortfolio": {
        "label": "Dashboard reference maximum-risk portfolio",
        "maximumCapitalWeights": {
          "stocks": 0.6,
          "gold": 0.3,
          "bitcoin": 0.1
        },
        "portableSignal": "percent-of-maximum exposure",
        "caveat": "Illustrative reference only; personal constraints, taxes, horizon, liquidity needs, and account structure determine an investor-specific maximum.",
        "durationDecision": "Long-duration Treasuries remain a separate Gavekal/context sleeve, not part of the core 60/30/10 reference portfolio. Cash is residual dry powder and is not interchangeable with duration risk."
      },
      "riskBudget": {
        "lookbackTradingDays": 252,
        "observations": 252,
        "totalPortfolioVolatility": 0.05641034432701539,
        "correlations": {
          "stocks": {
            "stocks": 1,
            "gold": 0.43780264464887686,
            "bitcoin": 0.465972072537949
          },
          "gold": {
            "stocks": 0.43780264464887686,
            "gold": 1,
            "bitcoin": 0.28664175725808394
          },
          "bitcoin": {
            "stocks": 0.465972072537949,
            "gold": 0.28664175725808394,
            "bitcoin": 1
          }
        },
        "sleeves": {
          "stocks": {
            "weight": 0.3,
            "estimatedVolatility": 0.14200332373030844,
            "marginalRiskContribution": 0.13318452273754533,
            "componentRiskContribution": 0.039955356821263596,
            "percentOfPortfolioRisk": 0.708298403385718
          },
          "gold": {
            "weight": 0,
            "estimatedVolatility": 0.2935899418769024,
            "marginalRiskContribution": 0.13006465229350128,
            "componentRiskContribution": 0,
            "percentOfPortfolioRisk": 0
          },
          "bitcoin": {
            "weight": 0.05,
            "estimatedVolatility": 0.4423487450602216,
            "marginalRiskContribution": 0.3290997501150359,
            "componentRiskContribution": 0.016454987505751795,
            "percentOfPortfolioRisk": 0.291701596614282
          }
        },
        "volatilityOverlay": {
          "active": false,
          "evaluatedAnnualVolatilityCaps": [
            0.12,
            0.15,
            0.18
          ],
          "decision": "not-activated",
          "reason": "The available common three-sleeve history does not yet demonstrate more stable risk across multiple regimes and parameter neighborhoods without adding turnover."
        }
      },
      "backtest": {
        "methodologyVersion": "kiss-2.4.0",
        "historyProvenance": {
          "reconstructionStartDate": "2020-01-02",
          "archivedSignalRecordStartDate": "2025-01-02",
          "disclosure": "Signals before 2025-01-02 are retrospective reconstructions under kiss-2.4.0, not signals published live. Later rows are current-methodology recalculations in the archived-record period."
        },
        "startDate": "2020-01-02",
        "endDate": "2026-10-09",
        "tradingDays": 1701,
        "initialValue": 100000,
        "rebalances": 148,
        "rebalanceEvents": [
          {
            "date": "2020-01-06",
            "weights": {
              "stocks": 0.6,
              "gold": 0.3,
              "bitcoin": 0,
              "cash": 0.10000000000000009
            },
            "changedKeys": [
              "bitcoin"
            ],
            "row": {
              "date": "2020-01-03",
              "methodologyVersion": "kiss-2.4.0",
              "historyType": "retrospective-reconstruction",
              "regime": "Risk On",
              "riskBias": "Risk-on",
              "leadingRegime": "Risk On",
              "topDownRegime": "Risk On",
              "confidence": "Medium",
              "winnerMargin": 0,
              "coverage": 1,
              "domainAgreement": 0.25,
              "ambiguousReasons": [],
              "scores": {
                "Goldilocks": 43.75,
                "Reflation": 43.75,
                "Inflation": 18.75,
                "Deflation": 18.75
              },
              "stocksPctMax": 1,
              "goldPctMax": 1,
              "bitcoinPctMax": 0,
              "cashWeight": 0.10000000000000009
            },
            "value": 1.0035446276030975,
            "signalDate": "2020-01-03",
            "executionDate": "2020-01-06",
            "executionTiming": "next-session-after-confirmed-close",
            "turnover": 0.10759081795021483,
            "cost": 0.00010798380539930928,
            "allocationChangeSize": 0.10476250960673895,
            "source": "asymmetric-confirmed-target-change"
          },
          {
            "date": "2020-01-28",
            "weights": {
              "stocks": 0.6,
              "gold": 0.3,
              "bitcoin": 0.05,
              "cash": 0.050000000000000044
            },
            "changedKeys": [
              "bitcoin"
            ],
            "row": {
              "date": "2020-01-27",
              "methodologyVersion": "kiss-2.4.0",
              "historyType": "retrospective-reconstruction",
              "regime": "Deflation",
              "riskBias": "Risk-off",
              "leadingRegime": "Deflation",
              "topDownRegime": "Deflation",
              "confidence": "High",
              "winnerMargin": 11.458333333333332,
              "coverage": 1,
              "domainAgreement": 0.5,
              "ambiguousReasons": [],
              "scores": {
                "Goldilocks": 30.208333333333332,
                "Reflation": 17.708333333333332,
                "Inflation": 29.166666666666664,
                "Deflation": 41.666666666666664
              },
              "stocksPctMax": 0.5,
              "goldPctMax": 1,
              "bitcoinPctMax": 0.5,
              "cashWeight": 0.35
            },
            "value": 1.005044663901685,
            "signalDate": "2020-01-27",
            "executionDate": "2020-01-28",
            "executionTiming": "next-session-after-confirmed-close",
            "turnover": 0.055880165620338366,
            "cost": 0.00005616520079538602,
            "allocationChangeSize": 0.05,
            "source": "asymmetric-confirmed-target-change"
          },
          {
            "date": "2020-01-29",
            "weights": {
              "stocks": 0.3,
              "gold": 0.3,
              "bitcoin": 0.05,
              "cash": 0.35
            },
            "changedKeys": [
              "stocks"
            ],
            "row": {
              "date": "2020-01-28",
              "methodologyVersion": "kiss-2.4.0",
              "historyType": "retrospective-reconstruction",
              "regime": "Deflation",
              "riskBias": "Risk-off",
              "leadingRegime": "Deflation",
              "topDownRegime": "Deflation",
              "confidence": "High",
              "winnerMargin": 8.333333333333336,
              "coverage": 1,
              "domainAgreement": 0.25,
              "ambiguousReasons": [],
              "scores": {
                "Goldilocks": 33.33333333333333,
                "Reflation": 20.833333333333332,
                "Inflation": 29.166666666666664,
                "Deflation": 41.666666666666664
              },
              "stocksPctMax": 0.5,
              "goldPctMax": 1,
              "bitcoinPctMax": 0.5,
              "cashWeight": 0.35
            },
            "value": 1.0105204436273092,
            "signalDate": "2020-01-28",
            "executionDate": "2020-01-29",
            "executionTiming": "next-session-after-confirmed-close",
            "turnover": 0.30464686404992014,
            "cost": 0.00030794569890086167,
            "allocationChangeSize": 0.30242895808567655,
            "source": "asymmetric-confirmed-target-change"
          },
          {
            "date": "2020-02-28",
            "weights": {
              "stocks": 0.15,
              "gold": 0.3,
              "bitcoin": 0.05,
              "cash": 0.5
            },
            "changedKeys": [
              "stocks"
            ],
            "row": {
              "date": "2020-02-27",
              "methodologyVersion": "kiss-2.4.0",
              "historyType": "retrospective-reconstruction",
              "regime": "Deflation",
              "riskBias": "Risk-off",
              "leadingRegime": "Deflation",
              "topDownRegime": "Deflation",
              "confidence": "High",
              "winnerMargin": 18.75,
              "coverage": 1,
              "domainAgreement": 0.5,
              "ambiguousReasons": [],
              "scores": {
                "Goldilocks": 21.875,
                "Reflation": 3.125,
                "Inflation": 46.875,
                "Deflation": 65.625
              },
              "stocksPctMax": 0.25,
              "goldPctMax": 1,
              "bitcoinPctMax": 0.5,
              "cashWeight": 0.5
            },
            "value": 0.9948485460222762,
            "signalDate": "2020-02-27",
            "executionDate": "2020-02-28",
            "executionTiming": "next-session-after-confirmed-close",
            "turnover": 0.14641574115511302,
            "cost": 0.0001456828174606302,
            "allocationChangeSize": 0.14408088304115968,
            "source": "asymmetric-confirmed-target-change"
          },
          {
            "date": "2020-03-03",
            "weights": {
              "stocks": 0,
              "gold": 0.3,
              "bitcoin": 0.05,
              "cash": 0.65
            },
            "changedKeys": [
              "stocks"
            ],
            "row": {
              "date": "2020-03-02",
              "methodologyVersion": "kiss-2.4.0",
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          "executionTiming": "next session after the required confirming close",
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            "riskReductionCloses": 2,
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          "kiss": "Current-methodology model simulation starts on the first available trading day on or after 2020-01-01 at 60% stocks / 30% gold / 10% bitcoin. Signals before 2025-01-02 are retrospective reconstructions; later rows align with the archived-record period but are recalculated under the current methodology. Confirmation is tracked independently by sleeve: a lower sleeve target requires 2 confirming closes and a higher sleeve target requires 5. Confirmed sleeve changes execute next session with declared costs and the 3-month T-bill cash proxy.",
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          "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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          "taxableStateChangeHistory": [
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            {
              "key": "bitcoin",
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            {
              "key": "bitcoin",
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            "cadence": "year-end",
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            "signalTiming": "signals fixed at the close",
            "executionTiming": "next session after the required confirming close",
            "confirmationPolicy": {
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              "riskReductionCloses": 2,
              "riskIncreaseCloses": 5,
              "rotationHandling": "departing sleeve reduces after two closes; arriving sleeve increases after five"
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            "transactionCostsBps": 5,
            "slippageBps": 5,
            "cashReturnProxy": "FRED DGS3MO accrued over calendar days",
            "taxes": "excluded",
            "taxAwareNote": "The model publishes desired exposure. Account implementation should use cash flows, losses, and long-term lots before considering short-term gain lots."
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            "kiss": "Taxable KISS starts at 60% stocks / 30% gold / 10% bitcoin. At each month-end, VT requires two consecutive closes below its 10-month average and a drawdown of at least 10% from its trailing 12-month high before reducing to 20% of its strategic maximum; it returns to normal only after two consecutive month-end closes above that average. Bitcoin continues to use the daily 20/60/120/30 Ichimoku rule: an exact bearish Tenkan/Kijun cross below the cloud scales Bitcoin to 66.7% at +25% above its completed-week 200-week average and 33.3% at +100%; recovery requires a 200-week-average reset followed by a bullish cloud condition. Gold remains at 100% as the strategic diversifier. Signals execute on the next portfolio session, unused exposure earns the 3-month T-bill proxy, and Bitcoin is reviewed at each year-end with a cap where its odds versus the rest of the portfolio equal 150% of its strategic target odds.",
            "benchmark": "Benchmark starts with the same 60% stocks / 30% gold / 10% bitcoin portfolio and is fully rebalanced on the first trading day of each calendar year.",
            "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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              "allocationChangeSize": 0.054128854705627893,
              "source": "taxable-kiss-year-end-concentration-review"
            },
            {
              "weights": {
                "stocks": 0.4,
                "gold": 0.3,
                "bitcoin": 0.2,
                "cash": 0.1
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              "signalDate": "2024-08-05",
              "assetTransitions": [
                {
                  "key": "bitcoin",
                  "action": "defensive-sell",
                  "reasonCode": "bearish-tk-cross-below-cloud-distance-tier"
                }
              ],
              "date": "2024-08-06",
              "value": 3.5488525661489616,
              "executionDate": "2024-08-06",
              "executionTiming": "next-session-after-confirmed-close",
              "turnover": 0.23403585108226516,
              "cost": 0.0008307531567062219,
              "allocationChangeSize": 0.23403585108226516,
              "source": "taxable-kiss-per-asset-overlay"
            },
            {
              "weights": {
                "stocks": 0.4,
                "gold": 0.3,
                "bitcoin": 0.3,
                "cash": 0
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              "signalDate": "2026-08-20",
              "assetTransitions": [
                {
                  "key": "bitcoin",
                  "action": "buy-with-cash",
                  "reasonCode": "200wma-reset-and-bullish-cloud"
                }
              ],
              "date": "2026-08-21",
              "value": 4.922089237141125,
              "executionDate": "2026-08-21",
              "executionTiming": "next-session-after-confirmed-close",
              "turnover": 0.10491799641096694,
              "cost": 0.000516469927906874,
              "allocationChangeSize": 0.2784538737438514,
              "source": "taxable-kiss-per-asset-overlay"
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          ],
          "taxableSellValidation": {
            "startDate": "2020-01-02",
            "endDate": "2026-10-09",
            "elapsedYears": 6.7681061213,
            "sellDecisions": 4,
            "aggregateSellDecisionsPerYear": 0.5910072816,
            "objectiveMaximumSellDecisionsPerAssetPerYear": 1,
            "perAsset": {
              "stocks": {
                "sellDecisions": 2,
                "sellDecisionsPerYear": 0.2955036408,
                "passesSellFrequencyObjective": true
              },
              "gold": {
                "sellDecisions": 0,
                "sellDecisionsPerYear": 0,
                "passesSellFrequencyObjective": true
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              "bitcoin": {
                "sellDecisions": 2,
                "sellDecisionsPerYear": 0.2955036408,
                "passesSellFrequencyObjective": true
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            },
            "passesSellFrequencyObjective": true
          },
          "taxableAssetStates": {
            "stocks": "normal",
            "gold": "normal",
            "bitcoin": "normal"
          },
          "taxableSignalDiagnostics": {
            "stocks": {
              "observationDate": "2026-10-09",
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              "consecutiveBelow": 0,
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              "movingAverageMonths": 10,
              "confirmationMonths": 2,
              "entryDrawdownTrailingMonths": 12,
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              "defensiveExposure": 0.2
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            "gold": {
              "observationDate": "2026-10-09",
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            "bitcoin": {
              "observationDate": "2026-10-09",
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              "bearishCrossToday": false,
              "bullishCrossToday": false,
              "bullishCloudToday": true,
              "lastBearishCrossDate": "2026-06-02",
              "resetSeen": false,
              "cautionDistance200w": 0.25,
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                "tenkan": 20,
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                "displacement": 30
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          },
          "taxableStateChangeHistory": [
            {
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            {
              "key": "bitcoin",
              "label": "Bitcoin",
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            {
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            {
              "key": "bitcoin",
              "label": "Bitcoin",
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            {
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            {
              "key": "bitcoin",
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            {
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            {
              "key": "bitcoin",
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            {
              "key": "bitcoin",
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          "taxableConcentrationReview": {
            "cadence": "year-end",
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                "date": "2024-01-02",
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            "priceConvention": "adjusted-total-return for investable ETFs; raw BTC price return",
            "signalTiming": "signals fixed at the close",
            "executionTiming": "next session after the required confirming close",
            "confirmationPolicy": {
              "scope": "per-sleeve",
              "riskReductionCloses": 2,
              "riskIncreaseCloses": 5,
              "rotationHandling": "departing sleeve reduces after two closes; arriving sleeve increases after five"
            },
            "transactionCostsBps": 5,
            "slippageBps": 5,
            "cashReturnProxy": "FRED DGS3MO accrued over calendar days",
            "taxes": "excluded",
            "taxAwareNote": "The model publishes desired exposure. Account implementation should use cash flows, losses, and long-term lots before considering short-term gain lots."
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          "sortinoImprovement": 1.0707675472943872,
          "rules": {
            "kiss": "Taxable KISS starts at 40% stocks / 30% gold / 30% bitcoin. At each month-end, VT requires two consecutive closes below its 10-month average and a drawdown of at least 10% from its trailing 12-month high before reducing to 20% of its strategic maximum; it returns to normal only after two consecutive month-end closes above that average. Bitcoin continues to use the daily 20/60/120/30 Ichimoku rule: an exact bearish Tenkan/Kijun cross below the cloud scales Bitcoin to 66.7% at +25% above its completed-week 200-week average and 33.3% at +100%; recovery requires a 200-week-average reset followed by a bullish cloud condition. Gold remains at 100% as the strategic diversifier. Signals execute on the next portfolio session, unused exposure earns the 3-month T-bill proxy, and Bitcoin is reviewed at each year-end with a cap where its odds versus the rest of the portfolio equal 150% of its strategic target odds.",
            "benchmark": "Benchmark starts with the same 40% stocks / 30% gold / 30% bitcoin portfolio and is fully rebalanced on the first trading day of each calendar year.",
            "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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              "executionDate": "2022-05-02",
              "executionTiming": "next-session-after-confirmed-close",
              "turnover": 0,
              "cost": 0,
              "allocationChangeSize": 0.14790774368975768,
              "source": "taxable-kiss-per-asset-overlay"
            },
            {
              "weights": {
                "stocks": 0,
                "gold": 0.2,
                "bitcoin": 0.6,
                "cash": 0.2
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              "signalDate": "2023-01-14",
              "assetTransitions": [
                {
                  "key": "bitcoin",
                  "action": "buy-with-cash",
                  "reasonCode": "200wma-reset-and-bullish-cloud"
                }
              ],
              "date": "2023-01-17",
              "value": 3.4109242799543655,
              "executionDate": "2023-01-17",
              "executionTiming": "next-session-after-confirmed-close",
              "turnover": 0.49711053924431325,
              "cost": 0.0016964497311702986,
              "allocationChangeSize": 0.6238242362930684,
              "source": "taxable-kiss-per-asset-overlay"
            },
            {
              "weights": {
                "stocks": 0,
                "gold": 0.2,
                "bitcoin": 0.6,
                "cash": 0.2
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              "signalDate": "2023-02-28",
              "assetTransitions": [
                {
                  "key": "stocks",
                  "action": "buy-with-cash",
                  "reasonCode": "two-month-close-above-10-month-average"
                }
              ],
              "date": "2023-03-01",
              "value": 3.7381411597059833,
              "executionDate": "2023-03-01",
              "executionTiming": "next-session-after-confirmed-close",
              "turnover": 0,
              "cost": 0,
              "allocationChangeSize": 0.1364284693606045,
              "source": "taxable-kiss-per-asset-overlay"
            },
            {
              "date": "2024-01-02",
              "signalDate": "2023-12-29",
              "executionDate": "2024-01-02",
              "executionTiming": "next-session-after-year-end-close",
              "key": "bitcoin",
              "action": "concentration-review-sell",
              "reasonCode": "year-end-bitcoin-weight-above-relative-performance-cap",
              "targetWeight": 0.6,
              "relativePerformanceMultiplier": 1.5,
              "capWeight": 0.6923076923076923,
              "beforeWeight": 0.7504858995589798,
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              "turnover": 0.05821851237523959,
              "cost": 0.00033587045299823847,
              "allocationChangeSize": 0.05817820725128764,
              "source": "taxable-kiss-year-end-concentration-review"
            },
            {
              "weights": {
                "stocks": 0,
                "gold": 0.2,
                "bitcoin": 0.4,
                "cash": 0.4
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              "signalDate": "2024-08-05",
              "assetTransitions": [
                {
                  "key": "bitcoin",
                  "action": "defensive-sell",
                  "reasonCode": "bearish-tk-cross-below-cloud-distance-tier"
                }
              ],
              "date": "2024-08-06",
              "value": 6.9896084024761524,
              "executionDate": "2024-08-06",
              "executionTiming": "next-session-after-confirmed-close",
              "turnover": 0.3325485158855096,
              "cost": 0.0023251571284165877,
              "allocationChangeSize": 0.3325485158855096,
              "source": "taxable-kiss-per-asset-overlay"
            },
            {
              "weights": {
                "stocks": 0,
                "gold": 0.2,
                "bitcoin": 0.6,
                "cash": 0.2
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              "signalDate": "2026-08-20",
              "assetTransitions": [
                {
                  "key": "bitcoin",
                  "action": "buy-with-cash",
                  "reasonCode": "200wma-reset-and-bullish-cloud"
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              ],
              "date": "2026-08-21",
              "value": 8.594349579705366,
              "executionDate": "2026-08-21",
              "executionTiming": "next-session-after-confirmed-close",
              "turnover": 0.15988367294647265,
              "cost": 0.001374315908064437,
              "allocationChangeSize": 0.29153859893565753,
              "source": "taxable-kiss-per-asset-overlay"
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          ],
          "taxableSellValidation": {
            "startDate": "2020-01-02",
            "endDate": "2026-10-09",
            "elapsedYears": 6.7681061213,
            "sellDecisions": 4,
            "aggregateSellDecisionsPerYear": 0.5910072816,
            "objectiveMaximumSellDecisionsPerAssetPerYear": 1,
            "perAsset": {
              "stocks": {
                "sellDecisions": 2,
                "sellDecisionsPerYear": 0.2955036408,
                "passesSellFrequencyObjective": true
              },
              "gold": {
                "sellDecisions": 0,
                "sellDecisionsPerYear": 0,
                "passesSellFrequencyObjective": true
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              "bitcoin": {
                "sellDecisions": 2,
                "sellDecisionsPerYear": 0.2955036408,
                "passesSellFrequencyObjective": true
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            },
            "passesSellFrequencyObjective": true
          },
          "taxableAssetStates": {
            "stocks": "normal",
            "gold": "normal",
            "bitcoin": "normal"
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          "taxableSignalDiagnostics": {
            "stocks": {
              "observationDate": "2026-10-09",
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              "consecutiveBelow": 0,
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              "cadence": "month-end",
              "movingAverageMonths": 10,
              "confirmationMonths": 2,
              "entryDrawdownTrailingMonths": 12,
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              "defensiveExposure": 0.2
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            "gold": {
              "observationDate": "2026-10-09",
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            "bitcoin": {
              "observationDate": "2026-10-09",
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              "bearishCrossToday": false,
              "bullishCrossToday": false,
              "bullishCloudToday": true,
              "lastBearishCrossDate": "2026-06-02",
              "resetSeen": false,
              "cautionDistance200w": 0.25,
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              "cadence": "daily",
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                "tenkan": 20,
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                "spanB": 120,
                "displacement": 30
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          },
          "taxableStateChangeHistory": [
            {
              "key": "stocks",
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            {
              "key": "bitcoin",
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            {
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            {
              "key": "bitcoin",
              "label": "Bitcoin",
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            {
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            {
              "key": "bitcoin",
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            {
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              "key": "bitcoin",
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            {
              "key": "bitcoin",
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          "taxableConcentrationReview": {
            "cadence": "year-end",
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                "date": "2024-01-02",
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                "key": "bitcoin",
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            "priceConvention": "adjusted-total-return for investable ETFs; raw BTC price return",
            "signalTiming": "signals fixed at the close",
            "executionTiming": "next session after the required confirming close",
            "confirmationPolicy": {
              "scope": "per-sleeve",
              "riskReductionCloses": 2,
              "riskIncreaseCloses": 5,
              "rotationHandling": "departing sleeve reduces after two closes; arriving sleeve increases after five"
            },
            "transactionCostsBps": 5,
            "slippageBps": 5,
            "cashReturnProxy": "FRED DGS3MO accrued over calendar days",
            "taxes": "excluded",
            "taxAwareNote": "The model publishes desired exposure. Account implementation should use cash flows, losses, and long-term lots before considering short-term gain lots."
          },
          "sortinoImprovement": 1.1922587441054453,
          "rules": {
            "kiss": "Taxable KISS starts at 60% bitcoin / 20% gold / 20% cash. At each month-end, VT requires two consecutive closes below its 10-month average and a drawdown of at least 10% from its trailing 12-month high before reducing to 20% of its strategic maximum; it returns to normal only after two consecutive month-end closes above that average. Bitcoin continues to use the daily 20/60/120/30 Ichimoku rule: an exact bearish Tenkan/Kijun cross below the cloud scales Bitcoin to 66.7% at +25% above its completed-week 200-week average and 33.3% at +100%; recovery requires a 200-week-average reset followed by a bullish cloud condition. Gold remains at 100% as the strategic diversifier. Signals execute on the next portfolio session, unused exposure earns the 3-month T-bill proxy, and Bitcoin is reviewed at each year-end with a cap where its odds versus the rest of the portfolio equal 150% of its strategic target odds.",
            "benchmark": "Benchmark starts with the same 60% bitcoin / 20% gold / 20% cash portfolio and is fully rebalanced on the first trading day of each calendar year.",
            "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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            "simpleTrendBaseline": {
              "endingValue": 9.026872433548256,
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          "walkForward": {
            "development": {
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            "holdout": {
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          },
          "parameterSensitivity": [
            {
              "allInCostBps": 0,
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            {
              "allInCostBps": 10,
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            {
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          "series": [
            {
              "date": "2020-01-02",
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              "sixtyFortyValue": 100000
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            {
              "date": "2020-02-06",
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            {
              "date": "2020-03-12",
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            {
              "date": "2020-04-16",
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              "sixtyFortyValue": 90799
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            {
              "date": "2020-05-20",
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              "sixtyFortyValue": 94330
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            {
              "date": "2020-06-24",
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              "benchmarkValue": 123154,
              "sixtyFortyValue": 97006
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          "regime": "Risk On",
          "riskBias": "Risk-on",
          "leadingRegime": "Risk On",
          "topDownRegime": "Risk On",
          "confidence": "Medium",
          "winnerMargin": 0,
          "coverage": 1,
          "domainAgreement": 0.25,
          "ambiguousReasons": [],
          "scores": {
            "Goldilocks": 43.75,
            "Reflation": 43.75,
            "Inflation": 18.75,
            "Deflation": 18.75
          },
          "stocksPctMax": 1,
          "goldPctMax": 1,
          "bitcoinPctMax": 0,
          "cashWeight": 0.10000000000000009
        },
        {
          "date": "2020-01-03",
          "methodologyVersion": "kiss-2.4.0",
          "historyType": "retrospective-reconstruction",
          "regime": "Risk On",
          "riskBias": "Risk-on",
          "leadingRegime": "Risk On",
          "topDownRegime": "Risk On",
          "confidence": "Medium",
          "winnerMargin": 0,
          "coverage": 1,
          "domainAgreement": 0.25,
          "ambiguousReasons": [],
          "scores": {
            "Goldilocks": 43.75,
            "Reflation": 43.75,
            "Inflation": 18.75,
            "Deflation": 18.75
          },
          "stocksPctMax": 1,
          "goldPctMax": 1,
          "bitcoinPctMax": 0,
          "cashWeight": 0.10000000000000009
        },
        {
          "date": "2020-01-02",
          "methodologyVersion": "kiss-2.4.0",
          "historyType": "retrospective-reconstruction",
          "regime": "Reflation",
          "riskBias": "Risk-on",
          "leadingRegime": "Reflation",
          "topDownRegime": "Reflation",
          "confidence": "High",
          "winnerMargin": 6.25,
          "coverage": 1,
          "domainAgreement": 0.5,
          "ambiguousReasons": [],
          "scores": {
            "Goldilocks": 43.75,
            "Reflation": 50,
            "Inflation": 21.875,
            "Deflation": 15.625
          },
          "stocksPctMax": 1,
          "goldPctMax": 1,
          "bitcoinPctMax": 0,
          "cashWeight": 0.10000000000000009
        }
      ],
      "historyProvenance": {
        "reconstructionStartDate": "2020-01-02",
        "archivedSignalRecordStartDate": "2025-01-02",
        "reconstructedThroughDate": "2024-12-31",
        "disclosure": "Rows before 2025-01-02 are retrospective reconstructions under kiss-2.4.0, not signals published live. Rows on and after the boundary occupy the archived-record period but were recalculated under the same current methodology for consistency."
      },
      "methodology": {
        "version": "kiss-2.4.0",
        "inputConventions": {
          "prices": "Adjusted closes are used for investable ETFs, including the DBC commodity-trend proxy, and portfolio returns; raw closes are used for indexes, yields, spreads, volatility indexes, currencies, other economic-level proxies, bitcoin, and individual stocks.",
          "signalTiming": "Signals use only observations dated on or before the stated history date; a transformation is unavailable until its complete lookback exists.",
          "cashReturnProxy": "Unused exposure earns the FRED 3-month Treasury constant-maturity yield (DGS3MO), accrued over calendar days.",
          "allocationExecution": "Confirmation is tracked independently by sleeve. A lower sleeve target must persist for two consecutive closes and a higher sleeve target for five. A confirmed sleeve change is implemented on the next session."
        },
        "priceConventions": {
          "VT": "adjusted-total-return",
          "SPY": "adjusted-total-return",
          "RSP": "adjusted-total-return",
          "QQQ": "adjusted-total-return",
          "IWM": "adjusted-total-return",
          "EEM": "adjusted-total-return",
          "EFA": "adjusted-total-return",
          "SPHB": "adjusted-total-return",
          "SPLV": "adjusted-total-return",
          "XLY": "adjusted-total-return",
          "XLP": "adjusted-total-return",
          "XLI": "adjusted-total-return",
          "XLF": "adjusted-total-return",
          "XLE": "adjusted-total-return",
          "XLV": "adjusted-total-return",
          "XLU": "adjusted-total-return",
          "IWF": "adjusted-total-return",
          "IWD": "adjusted-total-return",
          "TLT": "adjusted-total-return",
          "AGG": "adjusted-total-return",
          "GLDM": "adjusted-total-return",
          "GLD": "adjusted-total-return",
          "BTC-USD": "raw-economic-level",
          "DBC": "adjusted-total-return",
          "DBA": "raw-economic-level",
          "DBB": "raw-economic-level",
          "UUP": "raw-economic-level",
          "^VIX": "raw-economic-level",
          "^MOVE": "raw-economic-level",
          "BRK-B": "raw-economic-level",
          "AMZN": "raw-economic-level",
          "AAPL": "raw-economic-level",
          "TSLA": "raw-economic-level",
          "MSFT": "raw-economic-level",
          "NVDA": "raw-economic-level",
          "GOOG": "raw-economic-level",
          "JPM": "raw-economic-level",
          "LMT": "raw-economic-level",
          "GOLD": "adjusted-total-return-overlap-chain"
        },
        "versioningPolicy": "Increment the KISS methodology version for material input, transformation, classification, allocation, confirmation/execution, or return-semantics changes. Copy-only and diagnostic-only changes retain the version.",
        "rateChangeConvention": "Treasury yields, breakevens, the public commercial-paper credit premium, funding spreads, and yield-curve slopes use arithmetic basis-point changes. Regime direction thresholds are ±15 bps over 63 calendar days; levels, direction, and acceleration are separate fields.",
        "ambiguityPolicy": "A cross-allocation tie, winner margin below 2 points, domain-weighted coverage below 70%, an entirely unavailable evidence domain, or stale required daily market input produces Mixed with low confidence. Slower MOVE and FRED publication cadences do not trigger the stale-input veto. A Goldilocks/Reflation tie produces an actionable Risk On regime because both map to the same top-down target. Mixed holds the last confirmed top-down regime; if none exists, it uses the defensive Deflation mapping.",
        "confirmationPolicy": "Confirmation is tracked independently for stocks, gold, and bitcoin. A lower sleeve target requires two consecutive closes; a higher sleeve target requires five consecutive closes. A change in one sleeve does not reset another sleeve’s count. Confirmed sleeve changes are implemented on the next session, with cash absorbing the difference during staggered rotations.",
        "domainWeights": {
          "riskAppetite": {
            "label": "Risk appetite and participation",
            "weight": 0.25
          },
          "credit": {
            "label": "Credit and refinancing conditions",
            "weight": 0.25
          },
          "ratesInflation": {
            "label": "Rates, inflation pricing, and duration",
            "weight": 0.25
          },
          "fundingConditions": {
            "label": "Funding, dollar, and financial conditions",
            "weight": 0.25
          }
        },
        "domainScoring": "Every confirmation has one primary domain. Signals are normalized within their domain, then the four domains receive equal 25% weight so adding a redundant ticker cannot increase a domain’s influence.",
        "participationTerminology": "The allocation model uses participation and risk-appetite proxies: RSP/SPY, sector states, region ETFs, small caps, cyclicals, and high beta. It does not claim constituent breadth because no refresh-safe licensed constituent history with reproducible fallbacks is available.",
        "dollarCreditCoverage": "DTWEXBGS is the allocation broad-dollar input (daily observations distributed through the weekly H.10 release process); its source-health group tracks publication cadence. UUP remains a market display series only. The credit domain has one nonredundant public-domain input: the 30-day A2/P2-minus-AA nonfinancial commercial-paper premium. It is a short-term refinancing-risk proxy, not bond OAS or a full high-yield-market measure. NFCI is weekly context only to prevent composite/constituent-like double counting.",
        "participationConstruction": "Sector participation requires at least 60% Bullish for Bullish or 60% Bearish for Bearish, otherwise Neutral; all seven declared sector proxies must be available. Cyclical/defensive and regional baskets use equal-weight return indexes rebalanced on complete common observation dates. DBC uses adjusted ETF total return.",
        "creditProxy": {
          "name": "30-day A2/P2-minus-AA nonfinancial commercial-paper premium",
          "source": "Federal Reserve Board Commercial Paper release via FRED",
          "series": {
            "a2p2": "RIFSPPNA2P2D30NB",
            "aa": "RIFSPPNAAD30NB"
          },
          "transformation": "A2/P2 rate minus same-maturity AA rate; 63-calendar-day arithmetic change in basis points; widening is risk-off and narrowing is risk-on.",
          "licensing": "Public Domain: Citation Requested",
          "limitations": "Short-term unsecured funding conditions for large nonfinancial issuers; not option-adjusted, duration-matched bond spreads, or a full high-yield index."
        },
        "goldHistory": {
          "construction": "adjusted-total-return-overlap-chain",
          "preHandoffSymbol": "GLD",
          "postHandoffSymbol": "GLDM",
          "handoffDate": "2018-06-26",
          "overlapDate": "2018-06-26",
          "scaleFactor": 4.737051132715505,
          "gldAdjustedCloseAtHandoff": 119.26000213623047,
          "gldmAdjustedCloseAtHandoff": 25.176000595092773,
          "priorSessionDate": "2018-06-25",
          "transitionReturn": -0.005254794033074162,
          "priceConvention": "adjusted-total-return",
          "methodology": "GLD before the first common GLD/GLDM session; GLDM from that overlap session onward, rescaled to the GLD adjusted close so the handoff adds no artificial return or level jump."
        },
        "liquidityAllocationStatus": "No liquidity layer directly affects KISS allocation. The U.S. reserve proxy, fast financial conditions, and quarterly global-liquidity context are published separately and are not collapsed into one score.",
        "macroVintageSemantics": "GRID uses four fixed 25% blocks per axis and remains context-only because revised FRED history is not point-in-time. Observation period and latest available release-date proxy are separate fields; ALFRED vintage archives are required before any historical allocation dependency.",
        "vamsValidation": "The current VAMS formula is retained under the reproducible validate:vams report because the simpler candidate was not clearly more robust across walk-forward windows, parameter neighborhoods, turnover, drawdown, and regime coverage. RSI remains display-only.",
        "referencePortfolio": "60% stocks / 30% gold / 10% bitcoin is the dashboard reference maximum-risk portfolio, not a universal definition of risk. Percent-of-maximum exposure is the portable signal; volatility and risk contributions are diagnostics only.",
        "topDown": "Global Macro Risk Matrix approximation: cross-asset confirmations map market behavior to Goldilocks, Reflation, Inflation, or Deflation. A shared Goldilocks/Reflation lead is reported as actionable Risk On because both regimes use the same allocation target.",
        "bottomUp": "VAMS approximation: volatility-adjusted momentum and moving-average trend confirmation map each asset to Bullish/Neutral/Bearish. RSI is display-only.",
        "cash": "Unused exposure is allocated to cash."
      },
      "snapshotId": "f30c2d67-7615-4869-be02-b6810072d5e0",
      "snapshotStartedAt": "2026-10-09T22:45:30.255Z",
      "snapshotCompletedAt": "2026-10-09T22:45:41.671Z"
    },
    "taxable": {
      "version": 4,
      "methodologyVersion": "taxable-kiss-5.3.0",
      "sourceMethodologyVersion": "kiss-2.4.0",
      "policyStatus": "provisional-research",
      "snapshotId": "f30c2d67-7615-4869-be02-b6810072d5e0",
      "snapshotStartedAt": "2026-10-09T22:45:30.255Z",
      "snapshotCompletedAt": "2026-10-09T22:45:41.671Z",
      "generatedAt": "2026-10-09T22:45:30.320Z",
      "asOfDate": "2026-10-09",
      "objective": {
        "description": "Reduce secular drawdowns while keeping defensive sell decisions below one per asset per year over time.",
        "unit": "asset-level sell decisions; account-level tax-lot orders may differ",
        "maximumSellDecisionsPerAssetPerYear": 1
      },
      "policy": {
        "stateExposure": {
          "stocks": {
            "normal": 1,
            "defensive": 0.2
          },
          "gold": {
            "normal": 1,
            "caution": 1,
            "defensive": 1
          },
          "bitcoin": {
            "normal": 1,
            "caution": 0.6666666667,
            "defensive": 0.3333333333
          }
        },
        "assetRules": {
          "stocks": "At each month-end, evaluate VT against its 10-month average and trailing 12-month high. After two consecutive closes below the average and a drawdown of at least 10% from that high, reduce stocks to 20% of their strategic maximum. Return to Normal after two consecutive month-end closes above the 10-month average.",
          "gold": "Remain at 100% of strategic maximum. Gold is the portfolio diversifier and has no standalone taxable timing sale.",
          "bitcoin": "Evaluate the daily Bitcoin 20/60/120/30 Ichimoku cloud. On an exact bearish Tenkan/Kijun cross with price below the cloud, use distance above the completed-week 200-week average to set Caution at two-thirds exposure from +25% and Defensive at one-third from +100%. Return to Normal only after price resets to the 200-week average and subsequently becomes bullish above the cloud."
        },
        "sellRule": "A confirmed defensive state publishes a lower model target immediately. Implement losses first, then appreciated long-term lots; defer short-term gain lots unless the risk reduction justifies the incremental tax.",
        "riskIncreaseRule": "Use cash, distributions, and contributions first. Defensive-to-caution and caution-to-normal additions do not require a taxable sale.",
        "concentrationReviewRule": "At each year-end, cap bitcoin where its odds versus the rest of the portfolio equal 150% of the strategic target odds. If bitcoin exceeds the cap, trim only to the cap using the same tax-lot order.",
        "implementationRule": "The public feed publishes desired model exposure, not personalized trades. Cost basis, holding periods, wash-sale exposure, tax rates, and cash needs remain account-specific."
      },
      "assetStates": [
        {
          "key": "stocks",
          "label": "Stocks",
          "symbol": "VT",
          "state": "normal",
          "signalState": "normal",
          "percentOfMaxExposure": 1,
          "stateExposure": {
            "normal": 1,
            "defensive": 0.2
          },
          "lastStateChangeDate": "2023-03-01",
          "signal": {
            "observationDate": "2026-10-09",
            "latestClose": 159.8300018310547,
            "movingAverage200w": 116.0461015701294,
            "distanceFrom200w": 0.37729746771773853,
            "movingAverage10m": 152.55152435302733,
            "distanceFrom10m": 0.047711601105891566,
            "trailing12mHigh": 160.1385955810547,
            "drawdownFromTrailing12mHigh": -0.001927041690857112,
            "consecutiveBelow": 0,
            "consecutiveAbove": 18,
            "cadence": "month-end",
            "movingAverageMonths": 10,
            "confirmationMonths": 2,
            "entryDrawdownTrailingMonths": 12,
            "entryDrawdown": 0.1,
            "defensiveExposure": 0.2
          },
          "historicalSellDecisions": 2,
          "historicalSellDecisionsPerYear": 0.2955036408
        },
        {
          "key": "gold",
          "label": "Gold",
          "symbol": "GLDM / GLD proxy",
          "state": "normal",
          "signalState": "normal",
          "percentOfMaxExposure": 1,
          "stateExposure": {
            "normal": 1,
            "caution": 1,
            "defensive": 1
          },
          "lastStateChangeDate": "2020-01-02",
          "signal": {
            "observationDate": "2026-10-09",
            "latestClose": 393.12786338462683,
            "movingAverage200w": 279.3131145722931,
            "distanceFrom200w": 0.40748086242429427,
            "cadence": "strategic"
          },
          "historicalSellDecisions": 0,
          "historicalSellDecisionsPerYear": 0
        },
        {
          "key": "bitcoin",
          "label": "Bitcoin",
          "symbol": "FBTC/BTC",
          "state": "normal",
          "signalState": "normal",
          "percentOfMaxExposure": 1,
          "stateExposure": {
            "normal": 1,
            "caution": 0.6666666667,
            "defensive": 0.3333333333
          },
          "lastStateChangeDate": "2026-08-21",
          "signal": {
            "observationDate": "2026-10-09",
            "latestClose": 82567.671875,
            "movingAverage200w": 66508.1989453125,
            "distanceFrom200w": 0.2414660625961722,
            "tenkan": 83731.265625,
            "kijun": 74925.728515625,
            "cloudTop": 74826.208984375,
            "cloudBottom": 70004.98828125,
            "bearishCrossToday": false,
            "bullishCrossToday": false,
            "bullishCloudToday": true,
            "lastBearishCrossDate": "2026-06-02",
            "resetSeen": false,
            "cautionDistance200w": 0.25,
            "defensiveDistance200w": 1,
            "cautionDistancePrice": 83135.24868164063,
            "defensiveDistancePrice": 133016.397890625,
            "cadence": "daily",
            "ichimoku": {
              "tenkan": 20,
              "kijun": 60,
              "spanB": 120,
              "displacement": 30
            }
          },
          "historicalSellDecisions": 2,
          "historicalSellDecisionsPerYear": 0.2955036408
        }
      ],
      "currentDecision": {
        "targetRevision": "taxable-kiss-5.3.0:2026-08-21:buy-with-cash",
        "targetEffectiveDate": "2026-08-21",
        "lastModelAction": "buy-with-cash",
        "lastSellDecisionDates": {
          "stocks": "2022-05-02",
          "gold": null,
          "bitcoin": "2024-08-06"
        },
        "assetDecisions": [
          {
            "key": "stocks",
            "taxableWeight": 0.6,
            "canonicalWeight": 0.3,
            "requestedWeight": 0.6,
            "defensiveState": "normal",
            "signalState": "normal",
            "percentOfMaxExposure": 1,
            "reductionRequested": 0,
            "lastSellDecisionDate": "2022-05-02",
            "defensiveSignalStatus": "no-defensive-sale-active"
          },
          {
            "key": "gold",
            "taxableWeight": 0.3,
            "canonicalWeight": 0,
            "requestedWeight": 0.3,
            "defensiveState": "normal",
            "signalState": "normal",
            "percentOfMaxExposure": 1,
            "reductionRequested": 0,
            "lastSellDecisionDate": null,
            "defensiveSignalStatus": "no-defensive-sale-active"
          },
          {
            "key": "bitcoin",
            "taxableWeight": 0.1,
            "canonicalWeight": 0.05,
            "requestedWeight": 0.1,
            "defensiveState": "normal",
            "signalState": "normal",
            "percentOfMaxExposure": 1,
            "reductionRequested": 0,
            "lastSellDecisionDate": "2024-08-06",
            "defensiveSignalStatus": "no-defensive-sale-active"
          }
        ],
        "canonicalGrossRisk": 0.35,
        "taxableGrossRisk": 1,
        "grossRiskReductionRequested": 0,
        "activeSellAuthorizations": []
      },
      "allocation": [
        {
          "key": "stocks",
          "label": "Stocks",
          "symbol": "VT",
          "actualWeight": 0.6,
          "percentOfMaxExposure": 1,
          "defensiveState": "normal",
          "canonicalKissWeight": 0.3,
          "targetEffectiveDate": "2023-03-01",
          "targetChangeAction": "buy-with-cash"
        },
        {
          "key": "gold",
          "label": "Gold",
          "symbol": "GLDM",
          "actualWeight": 0.3,
          "percentOfMaxExposure": 1,
          "defensiveState": "normal",
          "canonicalKissWeight": 0,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        },
        {
          "key": "bitcoin",
          "label": "Bitcoin",
          "symbol": "FBTC/BTC",
          "actualWeight": 0.1,
          "percentOfMaxExposure": 1,
          "defensiveState": "normal",
          "canonicalKissWeight": 0.05,
          "targetEffectiveDate": "2026-08-21",
          "targetChangeAction": "buy-with-cash"
        },
        {
          "key": "cash",
          "label": "Cash",
          "symbol": "SPAXX",
          "actualWeight": 0,
          "percentOfMaxExposure": 0,
          "defensiveState": null,
          "canonicalKissWeight": 0.65,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        }
      ],
      "targetAllocation": [
        {
          "key": "stocks",
          "label": "Stocks",
          "symbol": "VT",
          "actualWeight": 0.6,
          "percentOfMaxExposure": 1,
          "defensiveState": "normal",
          "canonicalKissWeight": 0.3,
          "targetEffectiveDate": "2023-03-01",
          "targetChangeAction": "buy-with-cash"
        },
        {
          "key": "gold",
          "label": "Gold",
          "symbol": "GLDM",
          "actualWeight": 0.3,
          "percentOfMaxExposure": 1,
          "defensiveState": "normal",
          "canonicalKissWeight": 0,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        },
        {
          "key": "bitcoin",
          "label": "Bitcoin",
          "symbol": "FBTC/BTC",
          "actualWeight": 0.1,
          "percentOfMaxExposure": 1,
          "defensiveState": "normal",
          "canonicalKissWeight": 0.05,
          "targetEffectiveDate": "2026-08-21",
          "targetChangeAction": "buy-with-cash"
        },
        {
          "key": "cash",
          "label": "Cash",
          "symbol": "SPAXX",
          "actualWeight": 0,
          "percentOfMaxExposure": 0,
          "defensiveState": null,
          "canonicalKissWeight": 0.65,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        }
      ],
      "canonicalKissAllocation": [
        {
          "key": "stocks",
          "label": "Stocks",
          "symbol": "VT",
          "actualWeight": 0.3,
          "percentOfMaxExposure": 0.5,
          "defensiveState": "normal",
          "canonicalKissWeight": 0.3,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        },
        {
          "key": "gold",
          "label": "Gold",
          "symbol": "GLDM",
          "actualWeight": 0,
          "percentOfMaxExposure": 0,
          "defensiveState": "normal",
          "canonicalKissWeight": 0,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        },
        {
          "key": "bitcoin",
          "label": "Bitcoin",
          "symbol": "FBTC/BTC",
          "actualWeight": 0.05,
          "percentOfMaxExposure": 0.5,
          "defensiveState": "normal",
          "canonicalKissWeight": 0.05,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        },
        {
          "key": "cash",
          "label": "Cash",
          "symbol": "SPAXX",
          "actualWeight": 0.65,
          "percentOfMaxExposure": 0.65,
          "defensiveState": null,
          "canonicalKissWeight": 0.65,
          "targetEffectiveDate": null,
          "targetChangeAction": "initial-target"
        }
      ],
      "portfolios": {
        "kiss603010": {
          "label": "60% stocks / 30% gold / 10% bitcoin",
          "strategicMax": {
            "stocks": 0.6,
            "gold": 0.3,
            "bitcoin": 0.1,
            "cash": 0
          },
          "allocation": [
            {
              "key": "stocks",
              "label": "Stocks",
              "symbol": "VT",
              "actualWeight": 0.6,
              "percentOfMaxExposure": 1,
              "defensiveState": "normal",
              "canonicalKissWeight": 0.3,
              "targetEffectiveDate": "2023-03-01",
              "targetChangeAction": "buy-with-cash"
            },
            {
              "key": "gold",
              "label": "Gold",
              "symbol": "GLDM",
              "actualWeight": 0.3,
              "percentOfMaxExposure": 1,
              "defensiveState": "normal",
              "canonicalKissWeight": 0,
              "targetEffectiveDate": null,
              "targetChangeAction": "initial-target"
            },
            {
              "key": "bitcoin",
              "label": "Bitcoin",
              "symbol": "FBTC/BTC",
              "actualWeight": 0.1,
              "percentOfMaxExposure": 1,
              "defensiveState": "normal",
              "canonicalKissWeight": 0.05,
              "targetEffectiveDate": "2026-08-21",
              "targetChangeAction": "buy-with-cash"
            },
            {
              "key": "cash",
              "label": "Cash",
              "symbol": "SPAXX",
              "actualWeight": 0,
              "percentOfMaxExposure": 0,
              "defensiveState": null,
              "canonicalKissWeight": 0.65,
              "targetEffectiveDate": null,
              "targetChangeAction": "initial-target"
            }
          ],
          "targetAllocation": [
            {
              "key": "stocks",
              "label": "Stocks",
              "symbol": "VT",
              "actualWeight": 0.6,
              "percentOfMaxExposure": 1,
              "defensiveState": "normal",
              "canonicalKissWeight": 0.3,
              "targetEffectiveDate": "2023-03-01",
              "targetChangeAction": "buy-with-cash"
            },
            {
              "key": "gold",
              "label": "Gold",
              "symbol": "GLDM",
              "actualWeight": 0.3,
              "percentOfMaxExposure": 1,
              "defensiveState": "normal",
              "canonicalKissWeight": 0,
              "targetEffectiveDate": null,
              "targetChangeAction": "initial-target"
            },
            {
              "key": "bitcoin",
              "label": "Bitcoin",
              "symbol": "FBTC/BTC",
              "actualWeight": 0.1,
              "percentOfMaxExposure": 1,
              "defensiveState": "normal",
              "canonicalKissWeight": 0.05,
              "targetEffectiveDate": "2026-08-21",
              "targetChangeAction": "buy-with-cash"
            },
            {
              "key": "cash",
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            "signalDate": "2021-09-27",
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              {
                "key": "bitcoin",
                "action": "defensive-sell",
                "reasonCode": "bearish-tk-cross-below-cloud-distance-tier"
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            ],
            "date": "2021-09-28",
            "value": 1.4597540757559642,
            "executionDate": "2021-09-28",
            "executionTiming": "next-session-after-confirmed-close",
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            "allocationChangeSize": 0.15442485474589382,
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          {
            "weights": {
              "stocks": 0.12,
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              "bitcoin": 0.0333333333,
              "cash": 0.5466666667
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            "signalDate": "2022-04-29",
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              {
                "key": "stocks",
                "action": "defensive-sell",
                "reasonCode": "two-month-close-below-10-month-average-and-10-percent-trailing-12-month-drawdown"
              }
            ],
            "date": "2022-05-02",
            "value": 1.4135218598074362,
            "executionDate": "2022-05-02",
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          },
          {
            "date": "2023-01-17",
            "weights": {
              "stocks": 0.12,
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              "bitcoin": 0.1,
              "cash": 0.48
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            "changedKeys": [
              "stocks"
            ],
            "row": {
              "date": "2023-01-13",
              "methodologyVersion": "kiss-2.4.0",
              "historyType": "retrospective-reconstruction",
              "regime": "Goldilocks",
              "riskBias": "Risk-on",
              "leadingRegime": "Goldilocks",
              "topDownRegime": "Goldilocks",
              "confidence": "High",
              "winnerMargin": 25,
              "coverage": 1,
              "domainAgreement": 0.5,
              "ambiguousReasons": [],
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                "Goldilocks": 63.541666666666664,
                "Reflation": 38.541666666666664,
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              "stocksPctMax": 1,
              "goldPctMax": 1,
              "bitcoinPctMax": 0.5,
              "cashWeight": 0.050000000000000044
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            "signalDate": "2023-01-14",
            "assetTransitions": [
              {
                "key": "bitcoin",
                "action": "buy-with-cash",
                "reasonCode": "200wma-reset-and-bullish-cloud"
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            ],
            "value": 1.413623048821794,
            "executionDate": "2023-01-17",
            "executionTiming": "next-session-after-confirmed-close",
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            "allocationChangeSize": 0.11870680286917157,
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          },
          {
            "weights": {
              "stocks": 0.6,
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              "bitcoin": 0.1,
              "cash": 0
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            "signalDate": "2023-02-28",
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              {
                "key": "stocks",
                "action": "buy-with-cash",
                "reasonCode": "two-month-close-above-10-month-average"
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            ],
            "date": "2023-03-01",
            "value": 1.4192923737629013,
            "executionDate": "2023-03-01",
            "executionTiming": "next-session-after-confirmed-close",
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            "allocationChangeSize": 0.5156697984451605,
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          },
          {
            "date": "2024-01-02",
            "signalDate": "2023-12-29",
            "executionDate": "2024-01-02",
            "executionTiming": "next-session-after-year-end-close",
            "key": "bitcoin",
            "action": "concentration-review-sell",
            "reasonCode": "year-end-bitcoin-weight-above-relative-performance-cap",
            "targetWeight": 0.1,
            "relativePerformanceMultiplier": 1.5,
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            "source": "taxable-kiss-year-end-concentration-review"
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          {
            "weights": {
              "stocks": 0.6,
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              "bitcoin": 0.0666666667,
              "cash": 0.0333333333
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            "signalDate": "2024-08-05",
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              {
                "key": "bitcoin",
                "action": "defensive-sell",
                "reasonCode": "bearish-tk-cross-below-cloud-distance-tier"
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            ],
            "date": "2024-08-06",
            "value": 1.9443030404402715,
            "executionDate": "2024-08-06",
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            "allocationChangeSize": 0.09797175685854025,
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          {
            "weights": {
              "stocks": 0.6,
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              "cash": 0
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            "signalDate": "2026-08-20",
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              {
                "key": "bitcoin",
                "action": "buy-with-cash",
                "reasonCode": "200wma-reset-and-bullish-cloud"
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            ],
            "date": "2026-08-21",
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            "executionDate": "2026-08-21",
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            "allocationChangeSize": 0.10591802635246862,
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        ],
        "taxableSellValidation": {
          "startDate": "2020-01-02",
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          "elapsedYears": 6.7681061213,
          "sellDecisions": 4,
          "aggregateSellDecisionsPerYear": 0.5910072816,
          "objectiveMaximumSellDecisionsPerAssetPerYear": 1,
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            "stocks": {
              "sellDecisions": 2,
              "sellDecisionsPerYear": 0.2955036408,
              "passesSellFrequencyObjective": true
            },
            "gold": {
              "sellDecisions": 0,
              "sellDecisionsPerYear": 0,
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            "bitcoin": {
              "sellDecisions": 2,
              "sellDecisionsPerYear": 0.2955036408,
              "passesSellFrequencyObjective": true
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          },
          "passesSellFrequencyObjective": true
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        "taxableAssetStates": {
          "stocks": "normal",
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          "bitcoin": "normal"
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        "taxableSignalDiagnostics": {
          "stocks": {
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            "entryDrawdownTrailingMonths": 12,
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          "gold": {
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            "bearishCrossToday": false,
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            "bullishCloudToday": true,
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              "tenkan": 20,
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              "displacement": 30
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        "taxableStateChangeHistory": [
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          {
            "key": "bitcoin",
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        "taxableConcentrationReview": {
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          "signalTiming": "signals fixed at the close",
          "executionTiming": "next session after the required confirming close",
          "confirmationPolicy": {
            "scope": "per-sleeve",
            "riskReductionCloses": 2,
            "riskIncreaseCloses": 5,
            "rotationHandling": "departing sleeve reduces after two closes; arriving sleeve increases after five"
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          "transactionCostsBps": 5,
          "slippageBps": 5,
          "cashReturnProxy": "FRED DGS3MO accrued over calendar days",
          "taxes": "excluded",
          "taxAwareNote": "The model publishes desired exposure. Account implementation should use cash flows, losses, and long-term lots before considering short-term gain lots."
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        "sortinoImprovement": 1.0280882552470674,
        "rules": {
          "kiss": "Taxable KISS starts at 60% stocks / 30% gold / 10% bitcoin. At each month-end, VT requires two consecutive closes below its 10-month average and a drawdown of at least 10% from its trailing 12-month high before reducing to 20% of its strategic maximum; it returns to normal only after two consecutive month-end closes above that average. Bitcoin continues to use the daily 20/60/120/30 Ichimoku rule: an exact bearish Tenkan/Kijun cross below the cloud scales Bitcoin to 66.7% at +25% above its completed-week 200-week average and 33.3% at +100%; recovery requires a 200-week-average reset followed by a bullish cloud condition. Gold remains at 100% as the strategic diversifier. Signals execute on the next portfolio session, unused exposure earns the 3-month T-bill proxy, and Bitcoin is reviewed at each year-end with a cap where its odds versus the rest of the portfolio equal 150% of its strategic target odds.",
          "benchmark": "Benchmark starts with the same 60% stocks / 30% gold / 10% bitcoin portfolio and is fully rebalanced on the first trading day of each calendar year.",
          "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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        "parameterSensitivity": [
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          {
            "allInCostBps": 10,
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            {
              "weights": {
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                {
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              ],
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              "signalDate": "2020-04-24",
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                {
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            {
              "weights": {
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              "signalDate": "2020-07-31",
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                {
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              "date": "2021-01-04",
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            {
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              "signalDate": "2021-09-27",
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                {
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              "signalDate": "2022-04-29",
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              ],
              "date": "2022-05-02",
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              "changedKeys": [
                "stocks"
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              "row": {
                "date": "2023-01-13",
                "methodologyVersion": "kiss-2.4.0",
                "historyType": "retrospective-reconstruction",
                "regime": "Goldilocks",
                "riskBias": "Risk-on",
                "leadingRegime": "Goldilocks",
                "topDownRegime": "Goldilocks",
                "confidence": "High",
                "winnerMargin": 25,
                "coverage": 1,
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                "ambiguousReasons": [],
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                  "Goldilocks": 63.541666666666664,
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                "stocksPctMax": 1,
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              "signalDate": "2023-01-14",
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                {
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              ],
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            },
            {
              "weights": {
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              "signalDate": "2023-02-28",
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                {
                  "key": "stocks",
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                  "reasonCode": "two-month-close-above-10-month-average"
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              ],
              "date": "2023-03-01",
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              "executionDate": "2023-03-01",
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            },
            {
              "date": "2024-01-02",
              "signalDate": "2023-12-29",
              "executionDate": "2024-01-02",
              "executionTiming": "next-session-after-year-end-close",
              "key": "bitcoin",
              "action": "concentration-review-sell",
              "reasonCode": "year-end-bitcoin-weight-above-relative-performance-cap",
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            {
              "weights": {
                "stocks": 0.6,
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              "signalDate": "2024-08-05",
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                {
                  "key": "bitcoin",
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                  "reasonCode": "bearish-tk-cross-below-cloud-distance-tier"
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              ],
              "date": "2024-08-06",
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            {
              "weights": {
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              "signalDate": "2026-08-20",
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                {
                  "key": "bitcoin",
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                  "reasonCode": "200wma-reset-and-bullish-cloud"
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              ],
              "date": "2026-08-21",
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          ],
          "taxableSellValidation": {
            "startDate": "2020-01-02",
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            "elapsedYears": 6.7681061213,
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            "aggregateSellDecisionsPerYear": 0.5910072816,
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              "stocks": {
                "sellDecisions": 2,
                "sellDecisionsPerYear": 0.2955036408,
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              "gold": {
                "sellDecisions": 0,
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              "bitcoin": {
                "sellDecisions": 2,
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            },
            "passesSellFrequencyObjective": true
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          "taxableAssetStates": {
            "stocks": "normal",
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          "taxableSignalDiagnostics": {
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          "taxableStateChangeHistory": [
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            "priceConvention": "adjusted-total-return for investable ETFs; raw BTC price return",
            "signalTiming": "signals fixed at the close",
            "executionTiming": "next session after the required confirming close",
            "confirmationPolicy": {
              "scope": "per-sleeve",
              "riskReductionCloses": 2,
              "riskIncreaseCloses": 5,
              "rotationHandling": "departing sleeve reduces after two closes; arriving sleeve increases after five"
            },
            "transactionCostsBps": 5,
            "slippageBps": 5,
            "cashReturnProxy": "FRED DGS3MO accrued over calendar days",
            "taxes": "excluded",
            "taxAwareNote": "The model publishes desired exposure. Account implementation should use cash flows, losses, and long-term lots before considering short-term gain lots."
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          "sortinoImprovement": 1.0280882552470674,
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            "kiss": "Taxable KISS starts at 60% stocks / 30% gold / 10% bitcoin. At each month-end, VT requires two consecutive closes below its 10-month average and a drawdown of at least 10% from its trailing 12-month high before reducing to 20% of its strategic maximum; it returns to normal only after two consecutive month-end closes above that average. Bitcoin continues to use the daily 20/60/120/30 Ichimoku rule: an exact bearish Tenkan/Kijun cross below the cloud scales Bitcoin to 66.7% at +25% above its completed-week 200-week average and 33.3% at +100%; recovery requires a 200-week-average reset followed by a bullish cloud condition. Gold remains at 100% as the strategic diversifier. Signals execute on the next portfolio session, unused exposure earns the 3-month T-bill proxy, and Bitcoin is reviewed at each year-end with a cap where its odds versus the rest of the portfolio equal 150% of its strategic target odds.",
            "benchmark": "Benchmark starts with the same 60% stocks / 30% gold / 10% bitcoin portfolio and is fully rebalanced on the first trading day of each calendar year.",
            "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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              {
                "date": "2021-01-04",
                "signalDate": "2020-12-31",
                "executionDate": "2021-01-04",
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                "key": "bitcoin",
                "action": "concentration-review-sell",
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                "date": "2024-01-02",
                "signalDate": "2023-12-29",
                "executionDate": "2024-01-02",
                "executionTiming": "next-session-after-year-end-close",
                "key": "bitcoin",
                "action": "concentration-review-sell",
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            "priceConvention": "adjusted-total-return for investable ETFs; raw BTC price return",
            "signalTiming": "signals fixed at the close",
            "executionTiming": "next session after the required confirming close",
            "confirmationPolicy": {
              "scope": "per-sleeve",
              "riskReductionCloses": 2,
              "riskIncreaseCloses": 5,
              "rotationHandling": "departing sleeve reduces after two closes; arriving sleeve increases after five"
            },
            "transactionCostsBps": 5,
            "slippageBps": 5,
            "cashReturnProxy": "FRED DGS3MO accrued over calendar days",
            "taxes": "excluded",
            "taxAwareNote": "The model publishes desired exposure. Account implementation should use cash flows, losses, and long-term lots before considering short-term gain lots."
          },
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            "kiss": "Taxable KISS starts at 40% stocks / 30% gold / 30% bitcoin. At each month-end, VT requires two consecutive closes below its 10-month average and a drawdown of at least 10% from its trailing 12-month high before reducing to 20% of its strategic maximum; it returns to normal only after two consecutive month-end closes above that average. Bitcoin continues to use the daily 20/60/120/30 Ichimoku rule: an exact bearish Tenkan/Kijun cross below the cloud scales Bitcoin to 66.7% at +25% above its completed-week 200-week average and 33.3% at +100%; recovery requires a 200-week-average reset followed by a bullish cloud condition. Gold remains at 100% as the strategic diversifier. Signals execute on the next portfolio session, unused exposure earns the 3-month T-bill proxy, and Bitcoin is reviewed at each year-end with a cap where its odds versus the rest of the portfolio equal 150% of its strategic target odds.",
            "benchmark": "Benchmark starts with the same 40% stocks / 30% gold / 30% bitcoin portfolio and is fully rebalanced on the first trading day of each calendar year.",
            "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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            {
              "key": "stocks",
              "label": "Stocks",
              "symbol": "VT",
              "effectiveDate": "2023-03-01",
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              "beforeState": "defensive",
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            {
              "key": "bitcoin",
              "label": "Bitcoin",
              "symbol": "FBTC/BTC",
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              "signalDate": "2024-08-05",
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            {
              "key": "bitcoin",
              "label": "Bitcoin",
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          "taxableConcentrationReview": {
            "cadence": "year-end",
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                "date": "2024-01-02",
                "signalDate": "2023-12-29",
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            "priceConvention": "adjusted-total-return for investable ETFs; raw BTC price return",
            "signalTiming": "signals fixed at the close",
            "executionTiming": "next session after the required confirming close",
            "confirmationPolicy": {
              "scope": "per-sleeve",
              "riskReductionCloses": 2,
              "riskIncreaseCloses": 5,
              "rotationHandling": "departing sleeve reduces after two closes; arriving sleeve increases after five"
            },
            "transactionCostsBps": 5,
            "slippageBps": 5,
            "cashReturnProxy": "FRED DGS3MO accrued over calendar days",
            "taxes": "excluded",
            "taxAwareNote": "The model publishes desired exposure. Account implementation should use cash flows, losses, and long-term lots before considering short-term gain lots."
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            "kiss": "Taxable KISS starts at 60% bitcoin / 20% gold / 20% cash. At each month-end, VT requires two consecutive closes below its 10-month average and a drawdown of at least 10% from its trailing 12-month high before reducing to 20% of its strategic maximum; it returns to normal only after two consecutive month-end closes above that average. Bitcoin continues to use the daily 20/60/120/30 Ichimoku rule: an exact bearish Tenkan/Kijun cross below the cloud scales Bitcoin to 66.7% at +25% above its completed-week 200-week average and 33.3% at +100%; recovery requires a 200-week-average reset followed by a bullish cloud condition. Gold remains at 100% as the strategic diversifier. Signals execute on the next portfolio session, unused exposure earns the 3-month T-bill proxy, and Bitcoin is reviewed at each year-end with a cap where its odds versus the rest of the portfolio equal 150% of its strategic target odds.",
            "benchmark": "Benchmark starts with the same 60% bitcoin / 20% gold / 20% cash portfolio and is fully rebalanced on the first trading day of each calendar year.",
            "sixtyForty": "60/40 comparison starts on the same date with 60% VT and 40% AGG, uses adjusted total returns, and is fully rebalanced on the first trading day of each calendar year."
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            {
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            {
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            {
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          ]
        }
      },
      "limitations": [
        "This is a model target and not individualized tax, legal, or investment advice.",
        "The charts are pretax because a public simulation cannot know investor cost basis, holding periods, loss carryforwards, or state taxes.",
        "The trend rules and state history are retrospective reconstructions, not signals that were published live at the time.",
        "Bitcoin history covers only a small number of complete market cycles."
      ]
    }
  },
  "context": {
    "liquidity": {
      "generatedAt": "2026-10-09T22:45:32.143Z",
      "sourceHealth": {
        "marketDaily": {
          "cadence": "trading-day",
          "observationDate": "2026-10-08",
          "rowCount": 2513
        },
        "treasuryVolatility": {
          "cadence": "weekly",
          "observationDate": "2026-10-09",
          "rowCount": 497
        },
        "fredDaily": {
          "cadence": "daily",
          "observationDate": "2026-10-08",
          "rowCount": 1903
        },
        "fredWeekly": {
          "cadence": "weekly",
          "observationDate": "2026-10-02",
          "rowCount": 1243
        },
        "creditPremium": {
          "cadence": "daily",
          "observationDate": "2026-10-08",
          "firstObservationDate": "1997-01-02",
          "rowCount": 6992,
          "series": [
            "RIFSPPNA2P2D30NB",
            "RIFSPPNAAD30NB"
          ],
          "transformation": "30-day A2/P2 nonfinancial commercial-paper rate minus same-maturity AA rate"
        }
      },
      "indicators": [
        {
          "key": "move",
          "name": "MOVE",
          "value": 98.47350311279297,
          "displayValue": "98.5",
          "score": 2,
          "interpretation": "Treasury volatility is elevated; bond-market plumbing looks stressed.",
          "detail": "20d change 16.3; 75th pct 96.0; 90th pct 107.3.",
          "thresholds": "Warning if MOVE ≥ 110.0 or 20d change ≥ 5.0. Stress if MOVE ≥ 140.0 or 20d change ≥ 12.0.",
          "source": "^MOVE via Yahoo Finance"
        },
        {
          "key": "commercialPaperPremium",
          "name": "Lower-Quality Commercial-Paper Premium",
          "value": 0.20000000000000018,
          "displayValue": "0.20%",
          "score": 0,
          "interpretation": "Credit spreads are relatively calm.",
          "directionBps": -3.999999999999959,
          "unit": "percent-level-and-basis-points-change",
          "detail": "20d change -4 bps; 75th pct 0.35%; 90th pct 0.51%.",
          "thresholds": "Warning if premium ≥ 0.35% or 20d change ≥ 15 bps. Stress if premium ≥ 0.75% or 20d change ≥ 30 bps.",
          "source": "Federal Reserve Board Commercial Paper via FRED (RIFSPPNA2P2D30NB minus RIFSPPNAAD30NB)"
        },
        {
          "key": "sofrSpread",
          "name": "SOFR - IORB Spread",
          "value": -0.029999999999999805,
          "displayValue": "-3.0 bps",
          "score": 0,
          "interpretation": "Funding spread looks normal.",
          "detail": "Current -0.030%; 60d avg -0.015%; deviation -1.5 bps.",
          "thresholds": "Warning if deviation ≥ 2.0 bps. Stress if deviation ≥ 4.0 bps.",
          "source": "FRED SOFR and IORB"
        },
        {
          "key": "stlfsi",
          "name": "Financial Stress",
          "value": -0.4681,
          "displayValue": "-0.47",
          "score": 1,
          "interpretation": "Financial stress is no longer fully benign.",
          "detail": "8w change 0.30; 75th pct 0.24; 90th pct 0.81.",
          "thresholds": "Warning if index ≥ 0.24 or 8w change ≥ 0.15. Stress if index ≥ 0.81 or 8w change ≥ 0.40.",
          "source": "FRED STLFSI4"
        },
        {
          "key": "spxTrend",
          "name": "S&P 500 Trend",
          "value": 7765.36,
          "displayValue": "7765",
          "score": 0,
          "interpretation": "Equity trend remains supportive.",
          "detail": "vs 200d avg 7.2%; 20d change 2.3%.",
          "thresholds": "Warning if S&P 500 falls below its 200d average or drops 2%+ over 20d. Stress if it is 5%+ below the 200d average and down 5%+ over 20d.",
          "source": "FRED SP500"
        }
      ],
      "regime": {
        "regime": "Speculation",
        "total": 3,
        "reds": 1,
        "yellows": 1,
        "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
        "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
      },
      "cycle": {
        "regime": "Speculation",
        "trigger": "Desired Speculation because liquidity is rolling over (13w -1.0%, 4w 0.2%) while warning signals are active.",
        "summary": "Liquidity has rolled over enough to classify the backdrop as late-cycle, even if the fast nowcast is not in full turbulence."
      },
      "liquidity": {
        "label": "U.S. reserve-liquidity proxy",
        "displayValue": "5,864,969",
        "trend4w": 0.0013858980899636997,
        "trend13w": -0.01564751099325301,
        "source": "FRED WALCL - RRPONTSYD - WTREGEN",
        "unit": "millions-usd",
        "inputUnits": {
          "output": "millions-usd",
          "walcl": "millions-usd",
          "reverseRepo": "billions-usd",
          "tga": "millions-usd"
        },
        "allocationStatus": "context-only-for-kiss"
      },
      "layers": {
        "reserveLiquidity": {
          "label": "U.S. reserve-liquidity proxy",
          "state": "Stable",
          "impulse": "Neutral",
          "trend4w": 0.0013858980899636997,
          "trend13w": -0.01564751099325301,
          "allocationStatus": "context-only-for-kiss",
          "cadence": "weekly",
          "source": "FRED WALCL minus RRPONTSYD minus WTREGEN after unit normalization"
        },
        "financialConditions": {
          "label": "Fast financial conditions",
          "state": "Speculation",
          "impulse": 1,
          "impulseUnit": "stress-score-change",
          "allocationStatus": "context-only-for-kiss",
          "cadence": "daily-to-weekly",
          "antiDuplication": "Funding spreads, credit, dollar, yields, and volatility are scored in this layer; it is not added to KISS as a separate composite vote."
        },
        "globalLiquidity": {
          "label": "Slow global-liquidity context",
          "state": "Context unavailable in daily refresh",
          "impulse": null,
          "allocationStatus": "context-only",
          "cadence": "quarterly",
          "source": "BIS Global Liquidity Indicators (foreign-currency credit)",
          "sourceUrl": "https://www.bis.org/statistics/gli.htm",
          "limitation": "Quarterly cadence and publication lag are too slow for daily allocation and require a separately archived release-date series before historical use."
        }
      },
      "history": [
        {
          "date": "2026-10-02",
          "regime": "Speculation",
          "spy": 7722.72,
          "total": 3,
          "reds": 1,
          "yellows": 1,
          "liquidityTrend13w": -0.010355061483819372,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -1.0%, 4w 0.2%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 3,
            "reds": 1,
            "yellows": 1,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -1.0%, 4w 0.2%) while warning signals are active."
        },
        {
          "date": "2026-09-25",
          "regime": "Speculation",
          "spy": 7743.41,
          "total": 2,
          "reds": 1,
          "yellows": 0,
          "liquidityTrend13w": -0.007269955775697334,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -0.7%, 4w -0.2%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 2,
            "reds": 1,
            "yellows": 0,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-09-18",
          "regime": "Calm",
          "spy": 7650.5,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.002609387125712681,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-09-11",
          "regime": "Speculation",
          "spy": 7656.98,
          "total": 2,
          "reds": 1,
          "yellows": 0,
          "liquidityTrend13w": -0.006789343803036418,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -0.7%, 4w 1.1%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 2,
            "reds": 1,
            "yellows": 0,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-09-04",
          "regime": "Rebound",
          "spy": 7718.6,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.01113800456655445,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-08-28",
          "regime": "Rebound",
          "spy": 7711.76,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.01579637323717009,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-08-21",
          "regime": "Calm",
          "spy": 7674.37,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.01958752991756385,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-08-14",
          "regime": "Rebound",
          "spy": 7785.76,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.01544613085626223,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-08-07",
          "regime": "Calm",
          "spy": 7757.64,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.0016263841288786107,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-07-31",
          "regime": "Speculation",
          "spy": 7489.72,
          "total": 4,
          "reds": 1,
          "yellows": 2,
          "liquidityTrend13w": 0.018813861291237854,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 1.9%, 4w -0.3%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 4,
            "reds": 1,
            "yellows": 2,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because the total stress score reached 4, which is at or above the threshold of 4."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-07-24",
          "regime": "Calm",
          "spy": 7411.98,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.03797040930110662,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-07-17",
          "regime": "Calm",
          "spy": 7457.69,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.005465124227446605,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-07-10",
          "regime": "Rebound",
          "spy": 7575.39,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.0021667470100001918,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-07-03",
          "regime": "Rebound",
          "spy": 7483.24,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.0030567233580389708,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-06-26",
          "regime": "Rebound",
          "spy": 7354.02,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.00520691827673625,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-06-19",
          "regime": "Calm",
          "spy": 7500.58,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.008047652360169577,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-06-12",
          "regime": "Calm",
          "spy": 7431.46,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.015373288063962987,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-06-05",
          "regime": "Calm",
          "spy": 7383.74,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.0065141881488566256,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-05-29",
          "regime": "Calm",
          "spy": 7580.06,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.025713070997406717,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-05-22",
          "regime": "Calm",
          "spy": 7473.47,
          "total": 2,
          "reds": 0,
          "yellows": 2,
          "liquidityTrend13w": 0.03643471047817015,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 2,
            "reds": 0,
            "yellows": 2,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-05-15",
          "regime": "Speculation",
          "spy": 7408.5,
          "total": 3,
          "reds": 1,
          "yellows": 1,
          "liquidityTrend13w": 0.031575554834291086,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 3.2%, 4w -1.1%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 3,
            "reds": 1,
            "yellows": 1,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-05-08",
          "regime": "Calm",
          "spy": 7398.93,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.02377447046581027,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-05-01",
          "regime": "Calm",
          "spy": 7230.12,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.009508560458930893,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 1.0%, 4w -1.9%) while warning signals are active.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-04-24",
          "regime": "Calm",
          "spy": 7165.08,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": -0.0019366331260203262,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -0.2%, 4w -1.4%) while warning signals are active.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-04-17",
          "regime": "Calm",
          "spy": 7126.06,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.026695798908213497,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-04-10",
          "regime": "Calm",
          "spy": 6816.89,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.02987178652150968,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-04-03",
          "regime": "Speculation",
          "spy": 6582.69,
          "total": 5,
          "reds": 1,
          "yellows": 3,
          "liquidityTrend13w": 0.02250181181710209,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 2.3%, 4w 0.5%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 5,
            "reds": 1,
            "yellows": 3,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because the total stress score reached 5, which is at or above the threshold of 4."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-03-27",
          "regime": "Speculation",
          "spy": 6368.85,
          "total": 6,
          "reds": 2,
          "yellows": 2,
          "liquidityTrend13w": 0.0074920182014974745,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 0.7%, 4w 1.0%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 6,
            "reds": 2,
            "yellows": 2,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because the total stress score reached 6, which is at or above the threshold of 4."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-03-20",
          "regime": "Speculation",
          "spy": 6506.48,
          "total": 5,
          "reds": 1,
          "yellows": 3,
          "liquidityTrend13w": 0.015539239546561223,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w 1.8%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 5,
            "reds": 1,
            "yellows": 3,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because the total stress score reached 5, which is at or above the threshold of 4."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-03-13",
          "regime": "Speculation",
          "spy": 6632.19,
          "total": 4,
          "reds": 1,
          "yellows": 2,
          "liquidityTrend13w": 0.023310436501112086,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 2.3%, 4w 1.8%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 4,
            "reds": 1,
            "yellows": 2,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because the total stress score reached 4, which is at or above the threshold of 4."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-03-06",
          "regime": "Speculation",
          "spy": 6740.02,
          "total": 3,
          "reds": 1,
          "yellows": 1,
          "liquidityTrend13w": 0.035714872857883107,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Speculation",
            "total": 3,
            "reds": 1,
            "yellows": 1,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-02-27",
          "regime": "Speculation",
          "spy": 6878.88,
          "total": 2,
          "reds": 1,
          "yellows": 0,
          "liquidityTrend13w": 0.013851719413870534,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 1.4%, 4w 1.1%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 2,
            "reds": 1,
            "yellows": 0,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-02-20",
          "regime": "Calm",
          "spy": 6909.51,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": 0.015605923351652784,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w 1.6%, 4w -0.2%) while warning signals are active."
        },
        {
          "date": "2026-02-13",
          "regime": "Speculation",
          "spy": 6836.17,
          "total": 2,
          "reds": 1,
          "yellows": 0,
          "liquidityTrend13w": 0.015170190508045245,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w 1.5%, 4w -1.6%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 2,
            "reds": 1,
            "yellows": 0,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-02-06",
          "regime": "Calm",
          "spy": 6932.3,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.01348706579658554,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-01-30",
          "regime": "Rebound",
          "spy": 6939.03,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.009605600459217767,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-01-23",
          "regime": "Calm",
          "spy": 6915.61,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.006067430414685937,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-01-16",
          "regime": "Calm",
          "spy": 6940.01,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": 0.003100472430702883,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-01-09",
          "regime": "Calm",
          "spy": 6966.28,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.0009144785983625781,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2026-01-02",
          "regime": "Calm",
          "spy": 6858.47,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.012904464308454155,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2025-12-26",
          "regime": "Rebound",
          "spy": 6929.94,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.0060714880089887124,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Calm",
          "cycleTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime."
        },
        {
          "date": "2025-12-19",
          "regime": "Calm",
          "spy": 6834.5,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": -0.02138497476473289,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-12-12",
          "regime": "Calm",
          "spy": 6827.41,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.03878130606095098,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-12-05",
          "regime": "Rebound",
          "spy": 6870.4,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.06523447646298797,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-11-28",
          "regime": "Speculation",
          "spy": 6849.09,
          "total": 2,
          "reds": 1,
          "yellows": 0,
          "liquidityTrend13w": -0.05550323969891491,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -5.6%, 4w 0.7%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 2,
            "reds": 1,
            "yellows": 0,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-11-21",
          "regime": "Speculation",
          "spy": 6602.99,
          "total": 3,
          "reds": 1,
          "yellows": 1,
          "liquidityTrend13w": -0.07448264989325315,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -7.4%, 4w -1.2%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 3,
            "reds": 1,
            "yellows": 1,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-11-14",
          "regime": "Calm",
          "spy": 6734.11,
          "total": 0,
          "reds": 0,
          "yellows": 0,
          "liquidityTrend13w": -0.07585345806857458,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Calm",
            "total": 0,
            "reds": 0,
            "yellows": 0,
            "summary": "Conditions look broadly supportive; no major transition signal yet.",
            "trigger": "No turbulence, speculation, or rebound rule fired, so the system defaults to Calm."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-11-07",
          "regime": "Rebound",
          "spy": 6728.8,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": -0.08304647286463696,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-10-31",
          "regime": "Speculation",
          "spy": 6840.2,
          "total": 2,
          "reds": 1,
          "yellows": 0,
          "liquidityTrend13w": -0.08289749680786185,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -8.3%, 4w -2.8%) while warning signals are active.",
          "nowcast": {
            "regime": "Speculation",
            "total": 2,
            "reds": 1,
            "yellows": 0,
            "summary": "This looks like late-cycle speculation: warning signals are present, but the full turbulence cluster is not yet dominant.",
            "trigger": "Speculation triggered because at least one indicator scored a red 2 (1 red signal)."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-10-24",
          "regime": "Rebound",
          "spy": 6791.69,
          "total": 1,
          "reds": 0,
          "yellows": 1,
          "liquidityTrend13w": -0.07605973532227583,
          "desiredRegime": "Calm",
          "desiredTrigger": "Desired Calm because liquidity is still broadly supportive and the warning cluster is not persistent enough to keep the cycle in a late-stage regime.",
          "nowcast": {
            "regime": "Rebound",
            "total": 1,
            "reds": 0,
            "yellows": 1,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-10-17",
          "regime": "Rebound",
          "spy": 6664.01,
          "total": 2,
          "reds": 0,
          "yellows": 2,
          "liquidityTrend13w": -0.06236891698589342,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -6.2%, 4w -1.0%) while warning signals are active.",
          "nowcast": {
            "regime": "Rebound",
            "total": 2,
            "reds": 0,
            "yellows": 2,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        },
        {
          "date": "2025-10-10",
          "regime": "Rebound",
          "spy": 6552.51,
          "total": 2,
          "reds": 0,
          "yellows": 2,
          "liquidityTrend13w": -0.05504624064761443,
          "desiredRegime": "Speculation",
          "desiredTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active.",
          "nowcast": {
            "regime": "Rebound",
            "total": 2,
            "reds": 0,
            "yellows": 2,
            "summary": "Risk conditions appear to be improving from prior stress; that fits a rebound better than a calm plateau.",
            "trigger": "Rebound triggered because the S&P 500 is above its 200-day average while both the lower-quality commercial-paper premium and MOVE have been improving over the last 60 observations."
          },
          "cycleRegime": "Speculation",
          "cycleTrigger": "Desired Speculation because liquidity is rolling over (13w -5.5%, 4w -2.1%) while warning signals are active."
        }
      ],
      "methodology": {
        "notes": [
          "Nowcasted regime is a fast public-proxy stress model using MOVE, credit, funding, financial-stress, and equity-trend signals.",
          "Credit uses the public-domain 30-day A2/P2-minus-AA nonfinancial commercial-paper premium; it is a short-term refinancing proxy, not bond OAS or a full high-yield-market measure.",
          "Cycle regime is a smoothed overlay of the U.S. reserve-liquidity proxy and financial conditions; it is not a comprehensive global-liquidity measure.",
          "The U.S. net-liquidity proxy is WALCL (millions) minus RRPONTSYD converted from billions to millions minus WTREGEN (millions).",
          "Global liquidity remains a separate quarterly BIS context layer and cannot affect KISS allocation.",
          "Historical rows are sampled from dates where all required series are available, so cadence follows the slowest input series."
        ],
        "scoreGuide": {
          "0": "normal / calm",
          "1": "warning / speculation-like",
          "2": "stress / turbulence-like"
        }
      },
      "title": "Liquidity Dashboard",
      "sourceNote": "Public liquidity, funding, credit, and market data are transformed into a fast nowcast and a slower cycle regime.",
      "snapshotId": "f30c2d67-7615-4869-be02-b6810072d5e0",
      "snapshotStartedAt": "2026-10-09T22:45:30.255Z",
      "snapshotCompletedAt": "2026-10-09T22:45:41.671Z"
    },
    "gavekal": {
      "version": 2,
      "methodologyVersion": "gavekal-2.0.0",
      "generatedAt": "2026-10-09T22:45:30.321Z",
      "sourceHealth": {
        "marketMonthly": {
          "cadence": "monthly-completed-observations",
          "observationDate": "2026-09-01",
          "rowCount": 119
        }
      },
      "title": "Gavekal Regime",
      "subtitle": "Four-quadrant portfolio construction using the published energy-efficiency and currency-store-of-value rules.",
      "sourceNote": "The boom/bust axis uses the raw FRED S&P 500 price index divided by raw FRED WTI spot oil. The inflation/deflation axis uses adjusted IEF as a public constant-duration Treasury total-return approximation divided by raw GLD as a gold-price proxy. Only completed monthly observations determine the active quadrant; a partial current-month reading is context only.",
      "latestMonth": "2026-09-30",
      "ratios": [
        {
          "key": "inflation",
          "name": "10-year Treasury total return / Gold",
          "proxy": "IEF total return / GLD price",
          "signal": "Inflation axis",
          "above": "Deflationary pressure / monetary confidence",
          "below": "Inflationary pressure / monetary distrust",
          "description": "Uses adjusted IEF as a public investable approximation of constant-duration 10-year Treasury total return and raw GLD as a gold-price proxy, in the official Treasury-return-over-gold orientation.",
          "inputConventions": {
            "numerator": "adjusted-total-return",
            "denominator": "raw-price"
          },
          "currentValue": 0.23370181495612957,
          "movingAverage": 0.46034733109327924,
          "displayCurrentValue": "0.23x",
          "displayMovingAverage": "0.46x",
          "latestMonth": "2026-09-01",
          "observationMonth": "2026-09",
          "sourceObservationDate": "2026-09-01",
          "latestMonthDisplay": "Sep 2026",
          "isAboveMa": false,
          "axisState": "Inflationary",
          "directionLabel": "Below its 7-year moving average",
          "meaning": "Inflationary pressure / monetary distrust",
          "partialObservation": {
            "observationMonth": "2026-10",
            "sourceObservationDate": "2026-10-09",
            "numeratorObservationDate": "2026-10-09",
            "denominatorObservationDate": "2026-10-09",
            "currentValue": 0.23246139853166783,
            "movingAverage": 0.455216980595177,
            "displayCurrentValue": "0.23x",
            "displayMovingAverage": "0.46x",
            "isAboveMa": false,
            "axisState": "Inflationary",
            "directionLabel": "Below its provisional 7-year moving average"
          },
          "chart": {
            "ratioPolyline": "0.0,33.9 8.5,30.0 16.9,40.7 25.4,45.6 33.9,44.5 42.4,45.8 50.8,43.9 59.3,40.5 67.8,44.4 76.3,49.7 84.7,45.7 93.2,44.6 101.7,45.9 110.2,49.7 118.6,59.9 127.1,57.7 135.6,56.8 144.1,57.4 152.5,53.2 161.0,45.6 169.5,42.1 178.0,35.5 186.4,36.6 194.9,41.6 203.4,39.6 211.9,43.8 220.3,48.2 228.8,48.0 237.3,39.5 245.8,39.2 254.2,36.5 262.7,49.7 271.2,49.6 279.7,56.9 288.1,52.5 296.6,57.0 305.1,52.1 313.6,60.7 322.0,62.5 330.5,55.9 339.0,48.3 347.5,61.2 355.9,65.3 364.4,70.0 372.9,85.8 381.4,86.9 389.8,79.4 398.3,80.8 406.8,70.8 415.3,82.7 423.7,79.1 432.2,72.1 440.7,74.3 449.2,78.6 457.6,89.9 466.1,76.1 474.6,77.0 483.1,77.6 491.5,74.7 500.0,78.0 508.5,74.9 516.9,81.3 525.4,82.0 533.9,92.0 542.4,100.1 550.8,103.3 559.3,97.6 567.8,96.5 576.3,88.0 584.7,89.5 593.2,92.5 601.7,91.9 610.2,98.9 618.6,105.2 627.1,108.1 635.6,105.0 644.1,110.5 652.5,110.6 661.0,110.7 669.5,109.4 678.0,113.3 686.4,112.6 694.9,110.3 703.4,122.1 711.9,119.6 720.3,116.5 728.8,114.6 737.3,117.9 745.8,127.3 754.2,134.3 762.7,134.1 771.2,132.6 779.7,135.3 788.1,136.1 796.6,140.0 805.1,147.8 813.6,143.6 822.0,144.5 830.5,150.4 839.0,149.4 847.5,157.5 855.9,161.2 864.4,162.2 872.9,161.2 881.4,161.2 889.8,163.9 898.3,172.1 906.8,174.1 915.3,177.1 923.7,179.1 932.2,186.6 940.7,190.0 949.2,184.5 957.6,183.6 966.1,182.6 974.6,174.0 983.1,175.6 991.5,181.9 1000.0,179.6",
            "movingAveragePolyline": "703.4,69.0 711.9,70.0 720.3,71.1 728.8,72.0 737.3,72.8 745.8,73.8 754.2,74.9 762.7,75.9 771.2,77.0 779.7,78.1 788.1,79.1 796.6,80.3 805.1,81.5 813.6,82.6 822.0,83.8 830.5,84.9 839.0,85.9 847.5,87.1 855.9,88.4 864.4,89.7 872.9,91.1 881.4,92.5 889.8,94.0 898.3,95.6 906.8,97.2 915.3,98.8 923.7,100.4 932.2,102.1 940.7,103.8 949.2,105.5 957.6,107.2 966.1,109.0 974.6,110.4 983.1,111.9 991.5,113.4 1000.0,114.9",
            "minDisplay": "0.20x",
            "maxDisplay": "0.76x",
            "startDisplay": "Nov 2016",
            "endDisplay": "Sep 2026"
          },
          "rowCount": 119,
          "numeratorObservationDate": "2026-09-01",
          "denominatorObservationDate": "2026-09-01"
        },
        {
          "key": "growth",
          "name": "S&P 500 price index / WTI spot",
          "proxy": "SP500 / DCOILWTICO",
          "signal": "Boom/bust axis",
          "above": "Boom / productive capital beating energy costs",
          "below": "Bust / oil and input costs pressuring equities",
          "description": "Uses the raw FRED S&P 500 price index divided by the raw FRED WTI spot oil price, matching the published Gavekal energy-efficiency axis rather than an oil-futures ETF proxy.",
          "inputConventions": {
            "numerator": "raw-price-index",
            "denominator": "raw-usd-per-barrel"
          },
          "currentValue": 78.73574809631612,
          "movingAverage": 71.51413916926919,
          "displayCurrentValue": "78.74x",
          "displayMovingAverage": "71.51x",
          "latestMonth": "2026-09-30",
          "observationMonth": "2026-09",
          "sourceObservationDate": "2026-09-30",
          "latestMonthDisplay": "Sep 2026",
          "isAboveMa": true,
          "axisState": "Boom",
          "directionLabel": "Above its 7-year moving average",
          "meaning": "Boom / productive capital beating energy costs",
          "partialObservation": {
            "observationMonth": "2026-10",
            "sourceObservationDate": "2026-10-08",
            "numeratorObservationDate": "2026-10-08",
            "denominatorObservationDate": "2026-10-06",
            "currentValue": 80.68744804655029,
            "movingAverage": 71.8052958712567,
            "displayCurrentValue": "80.69x",
            "displayMovingAverage": "71.81x",
            "isAboveMa": true,
            "axisState": "Boom",
            "directionLabel": "Above its provisional 7-year moving average"
          },
          "chart": {
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            "maxDisplay": "151.45x",
            "startDisplay": "Oct 2016",
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          "numeratorObservationDate": "2026-09-30",
          "denominatorObservationDate": "2026-09-30"
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      "currentQuadrant": {
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        "inflationSignal": "Treasury return / gold below 7-year MA",
        "growthSignal": "S&P 500 / WTI above 7-year MA",
        "posture": "Risk-on with inflation protection: scarcity assets lead.",
        "favored": "Gold, energy, commodities, resource equities, real assets."
      },
      "quadrants": [
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          "name": "Deflationary Boom",
          "inflationSignal": "Treasury return / gold above 7-year MA",
          "growthSignal": "S&P 500 / WTI above 7-year MA",
          "posture": "Risk-on: equities and efficiency assets lead; bonds can also work.",
          "favored": "Equities, productivity, quality growth, some duration.",
          "isActive": false
        },
        {
          "name": "Inflationary Boom",
          "inflationSignal": "Treasury return / gold below 7-year MA",
          "growthSignal": "S&P 500 / WTI above 7-year MA",
          "posture": "Risk-on with inflation protection: scarcity assets lead.",
          "favored": "Gold, energy, commodities, resource equities, real assets.",
          "isActive": true
        },
        {
          "name": "Inflationary Bust",
          "inflationSignal": "Treasury return / gold below 7-year MA",
          "growthSignal": "S&P 500 / WTI below 7-year MA",
          "posture": "Defensive stagflation: preserve optionality while bonds and equities can both struggle.",
          "favored": "Cash, T-bills, short duration, optionality.",
          "isActive": false
        },
        {
          "name": "Deflationary Bust",
          "inflationSignal": "Treasury return / gold above 7-year MA",
          "growthSignal": "S&P 500 / WTI below 7-year MA",
          "posture": "Risk-off recession/deflation: duration becomes the classic hedge.",
          "favored": "Long high-quality government bonds, intermediate duration, cash.",
          "isActive": false
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      "methodology": {
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        "movingAverage": "84 completed monthly observations",
        "classificationTiming": "Only completed months set the active quadrant; partial current-month observations are context-only.",
        "growthAxis": "Raw FRED SP500 divided by raw FRED DCOILWTICO; above its 7-year moving average is Boom, below is Bust.",
        "inflationAxis": "Adjusted IEF total-return proxy divided by raw GLD gold-price proxy; above its 7-year moving average is Deflationary, below is Inflationary.",
        "limitations": "IEF is an investable 7-10 year Treasury total-return approximation rather than a proprietary constant-duration 10-year Treasury total-return index; GLD is a traded gold-price proxy."
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      "sleeves": [
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          "sleeve": "Stocks",
          "role": "Boom / energy efficiency"
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          "sleeve": "Gold",
          "role": "Inflationary / monetary distrust"
        },
        {
          "sleeve": "Cash / T-bills",
          "role": "Inflationary Bust / optionality and high short rates"
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          "sleeve": "Long-duration Treasuries",
          "role": "Deflationary Bust / duration hedge"
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      "implementationNotes": [
        "Use completed month-end data and an 84-month moving average to avoid partial-month whipsaw.",
        "Use raw S&P 500 / WTI spot for the published energy-efficiency rule; do not substitute an oil-futures ETF.",
        "Use Treasury total return / gold in the published orientation; reciprocal moving-average tests are not equivalent.",
        "Treat the current partial-month reading as context only until the month completes."
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    "fieldNote": {
      "title": "Why the Dashboard Uses Top-Down and Bottom-Up Signals",
      "summary": "Why a domain-balanced market regime and asset-level momentum work better together than either top-down evidence or bottom-up trend alone.",
      "dek": "Top-down macro can explain the weather. Bottom-up trend tells you whether the asset is actually responding. The dashboard uses both because either one can be wrong or early by itself.",
      "slug": "why-the-dashboard-uses-top-down-and-bottom-up-signals",
      "url": "https://themacrodashboard.com/blog/why-the-dashboard-uses-top-down-and-bottom-up-signals/",
      "emailDate": "2026-10-09",
      "excerptParagraphs": [
        "Top-down evidence describes the environment. Bottom-up trend tells you whether the asset is actually responding.",
        "Either layer can mislead on its own. A macro story can sound airtight while the asset refuses to confirm. A trend can look strong while credit and funding quietly get worse."
      ],
      "text": "Why the Dashboard Uses Top-Down and Bottom-Up Signals\n\nTop-down evidence describes the environment. Bottom-up trend tells you whether the asset is actually responding.\n\nEither layer can mislead on its own. A macro story can sound airtight while the asset refuses to confirm. A trend can look strong while credit and funding quietly get worse.\n\nRead the full article:\nhttps://themacrodashboard.com/blog/why-the-dashboard-uses-top-down-and-bottom-up-signals/",
      "html": "<p style=\"margin:0 0 16px;color:#d2dcea;font-size:16px;line-height:1.75;\">Top-down evidence describes the environment. Bottom-up trend tells you whether the asset is actually responding.</p><p style=\"margin:0 0 16px;color:#d2dcea;font-size:16px;line-height:1.75;\">Either layer can mislead on its own. A macro story can sound airtight while the asset refuses to confirm. A trend can look strong while credit and funding quietly get worse.</p><p style=\"margin:24px 0 0;color:#d2dcea;font-size:16px;line-height:1.75;\"><a href=\"https://themacrodashboard.com/blog/why-the-dashboard-uses-top-down-and-bottom-up-signals/\" style=\"color:#9ad1ff;font-weight:700;\">Read the full article →</a></p>",
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        "article": {
          "title": "Mixed Fast Signals, Reflation Underneath",
          "dek": "Cooling headline inflation met firm underlying pressure, calm liquidity, and a Dashboard regime that still lacks broad confirmation.",
          "publishedAt": "2026-07-17",
          "url": "https://themacrodashboard.com/blog/market-commentary/2026-07-17/",
          "sections": [
            {
              "heading": "The signal is mixed, not risk-off",
              "paragraphs": [
                {
                  "text": "Friday’s readings do not support a single regime label. The current KISS reading is Mixed with low confidence because Goldilocks and Reflation are tied at 32.29. Even so, global stocks remain bullish, sector participation is 71.43%, and several risk-appetite measures still favor Goldilocks or Reflation. Gold and Bitcoin remain bearish, while the broad dollar is bullish. The practical reading is participation without broad confirmation, not a clean risk-off message.",
                  "sourceIds": [
                    "dash-kiss-20260717"
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                },
                {
                  "text": "The slower layers are firmer than the headline regime. The macro grid remains Reflation, with both growth and inflation directions rising. The liquidity dashboard reports a Rebound nowcast, a Calm smoothed cycle, no red or yellow stress indicators, and a reserve-liquidity proxy up 2.36% over four weeks. The Gavekal framework remains in an Inflationary Boom based on completed June data. These readings explain why the mixed fast signal should be treated as unresolved cross-signal disagreement rather than a confirmed deterioration.",
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            {
              "heading": "Headline inflation cooled, but the details did not settle the issue",
              "paragraphs": [
                {
                  "text": "June consumer inflation delivered the clearest cooling evidence. Headline CPI fell 0.4% from May and slowed to 3.5% from a year earlier. Core CPI was unchanged for the month and rose 2.6% over the year. Those readings were materially softer than May, when headline CPI rose 0.5% and core CPI rose 0.2%. The immediate implication is narrower than a broad disinflation call: consumer prices cooled sharply in June, and the monthly core reading stopped rising.",
                  "sourceIds": [
                    "bls-cpi-20260714"
                  ]
                },
                {
                  "text": "Producer prices point in the same direction at the headline level but add an important qualification. Final-demand PPI fell 0.3% in June, helped by a 6.4% decline in final-demand energy goods. Yet final-demand services rose 0.2%, and the index excluding food, energy, and trade services rose 0.1% for the month and 5.1% over the year. The strongest agreement is that headline pressure eased. The disagreement is whether energy-driven relief is enough to outweigh persistent services and underlying pipeline inflation.",
                  "sourceIds": [
                    "bls-ppi-20260715"
                  ]
                }
              ]
            },
            {
              "heading": "Rates and oil kept the counterargument alive",
              "paragraphs": [
                {
                  "text": "Friday’s Treasury curve did not deliver a uniform duration rally. The two-year par yield rose 2 basis points to 4.18%, while the ten-year fell 2 basis points to 4.55% and the thirty-year fell 3 basis points to 5.06%. The two-year to ten-year spread narrowed by 4 basis points to 37 basis points. That bull-flattening beyond the front end is consistent with some relief on longer inflation risk, but the higher two-year yield shows that near-term policy uncertainty did not disappear.",
                  "sourceIds": [
                    "ust-yield-20260717"
                  ]
                },
                {
                  "text": "Petroleum conditions are the clearest contrary evidence to a smooth disinflation story. EIA reported commercial crude inventories of 409.7 million barrels for the week ended July 10, about 6% below the five-year seasonal average; gasoline was 8% below its average and distillates were 11% below. In a public MacroVoices transcript, guest Anas Alhajji described a Bab el-Mandeb disruption as an upside oil-price scenario, while also arguing that a closure attempt would likely meet a forceful response and be short-lived. The scenario is commentary, but the inventory tightness is measured.",
                  "sourceIds": [
                    "eia-wpsr-20260715",
                    "macrovoices-20260716"
                  ]
                }
              ]
            },
            {
              "heading": "Public commentary fits the caution better than the regime label",
              "paragraphs": [
                {
                  "text": "Darius Dale’s first-party research framed the AI investment boom as having bubble characteristics without treating that as a reason to time its end. His narrower concern was a temporary correction during earnings season if high expectations meet downward revisions to AI capital spending. The same research described a Federal Reserve hold as the base case over the next year, while allowing a non-base-case path of tighter policy before easier policy later. These are attributed scenarios, not measured Dashboard inputs.",
                  "sourceIds": [
                    "darius-42macro-20260715"
                  ]
                },
                {
                  "text": "The agreement with the Dashboard is practical rather than directional. Dale’s structurally constructive but tactically cautious view fits a market where equities and liquidity remain supportive, yet the fast regime has low confidence and several important sleeves lack positive trend confirmation. The disagreement is one of emphasis: his risk centers on AI expectations and policy repricing, while the Dashboard’s ambiguity comes from a broader balance of risk appetite, credit, rates, inflation, and funding signals. Neither framework currently proves that the other risk will dominate.",
                  "sourceIds": [
                    "darius-42macro-20260715",
                    "dash-kiss-20260717",
                    "dash-liquidity-20260717"
                  ]
                }
              ]
            },
            {
              "heading": "What would change the current interpretation",
              "paragraphs": [
                {
                  "text": "Metals provide a useful test of confirmation. CFTC data through July 14 show managed-money net positions increased by 4,618 contracts in COMEX gold and 1,401 in COMEX copper from the prior week. Positioning therefore became more constructive. Price evidence did not confirm it: the Dashboard’s gold proxy remained bearish with no bullish trend votes, below both its 50-day and 200-day averages and with a negative three-month return. Stronger positioning is contrary evidence, but it is not yet a trend reversal.",
                  "sourceIds": [
                    "cftc-cot-20260717",
                    "dash-kiss-20260717"
                  ]
                },
                {
                  "text": "Three developments would make the weekly interpretation less ambiguous. First, the tied fast-market scores could separate with broader agreement across risk appetite, credit, rates, and funding. Second, another round of softer core and services inflation, alongside normalized petroleum inventories, would strengthen the disinflation case; renewed energy pressure or firm underlying producer prices would weaken it. Third, AI capital-spending revisions and the policy path would either validate or reduce Dale’s tactical concern. Until then, commentary is context, and the Dashboard’s measured rules remain the governing process.",
                  "sourceIds": [
                    "dash-kiss-20260717",
                    "bls-ppi-20260715",
                    "eia-wpsr-20260715",
                    "darius-42macro-20260715"
                  ]
                }
              ]
            }
          ],
          "chart": {
            "kind": "matrix",
            "title": "Why the weekly signal still looks mixed",
            "subtitle": "The fast market signal lacks confirmation even though the slower macro and liquidity layers remain constructive.",
            "footnote": "Categorical readings are copied from the July 17 Dashboard snapshots used for this article.",
            "afterSection": 1,
            "sourceIds": [
              "dash-kiss-20260717",
              "dash-macro-20260717",
              "dash-liquidity-20260717"
            ],
            "items": [
              {
                "label": "Fast market regime",
                "value": "Mixed, low confidence",
                "tone": "amber"
              },
              {
                "label": "Macro GRID",
                "value": "Reflation",
                "tone": "blue"
              },
              {
                "label": "Liquidity",
                "value": "Rebound nowcast, Calm cycle",
                "tone": "green"
              },
              {
                "label": "Gavekal regime",
                "value": "Inflationary Boom",
                "tone": "cyan"
              }
            ]
          },
          "videos": [
            {
              "sourceId": "lyn-youtube-20260714",
              "afterSection": 3
            }
          ]
        },
        "sources": [
          {
            "id": "dash-macro-20260717",
            "publisher": "The Macro Dashboard",
            "title": "Macro status snapshot",
            "publishedAt": "2026-07-17",
            "url": "https://themacrodashboard.com/data/macro-status.json",
            "evidence": "official-data"
          },
          {
            "id": "dash-kiss-20260717",
            "publisher": "The Macro Dashboard",
            "title": "KISS portfolio dashboard status",
            "publishedAt": "2026-07-17",
            "url": "https://themacrodashboard.com/data/kiss-status.json",
            "evidence": "market-data"
          },
          {
            "id": "dash-liquidity-20260717",
            "publisher": "The Macro Dashboard",
            "title": "Liquidity dashboard status",
            "publishedAt": "2026-07-17",
            "url": "https://themacrodashboard.com/data/liquidity-status.json",
            "evidence": "official-data"
          },
          {
            "id": "bls-cpi-20260714",
            "publisher": "U.S. Bureau of Labor Statistics",
            "title": "Consumer Price Index — June 2026",
            "publishedAt": "2026-07-14",
            "url": "https://www.bls.gov/news.release/archives/cpi_07142026.htm",
            "evidence": "official-release"
          },
          {
            "id": "bls-ppi-20260715",
            "publisher": "U.S. Bureau of Labor Statistics",
            "title": "Producer Price Indexes — June 2026",
            "publishedAt": "2026-07-15",
            "url": "https://www.bls.gov/news.release/archives/ppi_07152026.htm",
            "evidence": "official-release"
          },
          {
            "id": "ust-yield-20260717",
            "publisher": "U.S. Department of the Treasury",
            "title": "Daily Treasury par yield curve rates",
            "publishedAt": "2026-07-17",
            "url": "https://home.treasury.gov/resource-center/data-chart-center/interest-rates/pages/xml?data=daily_treasury_yield_curve&field_tdr_date_value=2026",
            "evidence": "official-data"
          },
          {
            "id": "eia-wpsr-20260715",
            "publisher": "U.S. Energy Information Administration",
            "title": "Weekly Petroleum Status Report for week ending July 10, 2026",
            "publishedAt": "2026-07-15",
            "url": "https://www.eia.gov/petroleum/supply/weekly/pdf/wpsrall.pdf",
            "evidence": "official-release"
          },
          {
            "id": "cftc-cot-20260717",
            "publisher": "Commodity Futures Trading Commission",
            "title": "2026 Disaggregated Commitments of Traders futures-only report",
            "publishedAt": "2026-07-17",
            "url": "https://www.cftc.gov/files/dea/history/fut_disagg_txt_2026.zip",
            "evidence": "official-data"
          },
          {
            "id": "darius-42macro-20260715",
            "publisher": "42 Macro",
            "person": "Darius Dale",
            "title": "Mid-Week Briefing: Are We in an AI Bubble?",
            "publishedAt": "2026-07-15",
            "url": "https://42macro.com/mid-week-briefing-are-we-in-an-ai-bubble",
            "evidence": "first-party-research"
          },
          {
            "id": "macrovoices-20260716",
            "publisher": "MacroVoices",
            "title": "MacroVoices 541 Dr. Anas Alhajji: Bab el-Mandeb: The Next Oil Chokepoint Nobody's Watching",
            "publishedAt": "2026-07-16",
            "url": "https://www.macrovoices.com/1541-macrovoices-541-dr-anas-alhajji-bab-el-mandeb-the-next-oil-chokepoint-nobody-s-watching",
            "evidence": "public-interview-transcript"
          }
        ]
      },
      {
        "version": 1,
        "status": "ready",
        "weekEnding": "2026-07-24",
        "generatedAt": "2026-07-24T23:09:25.201Z",
        "dashboardAsOf": "2026-07-24T22:48:33.071Z",
        "inputHash": "62ce6185f8e432b39ca16041ee5e747f6e9121e464cce6044bf4a19c7b46ea98",
        "article": {
          "title": "Inflation Leads, but Stress Still Hasn't Spread",
          "dek": "Fast signals turned risk-off as yields rose, while firm breadth and calm credit kept the move from becoming a broad stress call.",
          "publishedAt": "2026-07-24",
          "url": "https://themacrodashboard.com/blog/market-commentary/2026-07-24/",
          "sections": [
            {
              "heading": "The fast regime moved to inflation",
              "paragraphs": [
                {
                  "text": "The useful change this week was the speed of the fast-market shift. Monday’s Dashboard classified the regime as Reflation with a 38.54 score, high confidence, and a risk-on bias. Tuesday moved to Inflation at 41.67 with a risk-off bias. Friday’s refreshed snapshot kept Inflation in front at 44.79, widened its lead to 14.58 points, and retained high confidence. This was more than a one-session tie, but it was a change in current market evidence rather than a rewrite of the Dashboard’s rules.",
                  "sourceIds": [
                    "dash-kiss-20260720",
                    "dash-kiss-20260721",
                    "dashboard-20260724"
                  ]
                },
                {
                  "text": "The slower readings did not make the same turn. Friday’s macro grid remained Reflation, with both growth and inflation directions rising. The completed-month Gavekal reading stayed in Inflationary Boom, while the liquidity nowcast and smoothed cycle were both Calm. The disagreement matters because the fast regime is registering rates, inflation, and funding pressure, while the slower backdrop and liquidity data still describe an economy with growth support and no persistent stress transition. For this reason, the headline needs confirmation from breadth and credit before it can describe a broad market transition.",
                  "sourceIds": [
                    "dashboard-20260724"
                  ]
                }
              ]
            },
            {
              "heading": "Rates supplied the clearest pressure",
              "paragraphs": [
                {
                  "text": "Treasury yields were the cleanest measured confirmation of that pressure. In the latest official observations, the two-year yield reached 4.37%, the ten-year 4.71%, and the thirty-year 5.17%. Their changes in Friday’s daily pull were six, four, and two basis points, respectively. The front end rose fastest, and the Dashboard’s yield-curve signal was bearish. Bonds were not sending a simple growth scare; they were showing a mix of firmer discount rates and a flatter curve.",
                  "sourceIds": [
                    "fred-dgs2-20260723-0d4e335bb5",
                    "fred-dgs10-20260723-77204a59da",
                    "fred-dgs30-20260723-e12c649ac7",
                    "dashboard-20260724"
                  ]
                },
                {
                  "text": "Risk markets weakened without producing a broad break. The S&P 500 closed at 7,408.3 on July 23, down 90.66 points from its prior observation. VIX closed at 18.7, up 2.06 points, and the high-yield option-adjusted spread reached 2.77%, nine basis points wider. Yet Friday’s Dashboard still placed the S&P 500 5.8% above its 200-day average, described the lower-quality commercial-paper premium as calm, and showed broader financial stress at minus 0.70. Prices were softer; the plumbing was still functioning normally.",
                  "sourceIds": [
                    "fred-sp500-20260723-6382964c96",
                    "fred-vixcls-20260723-c10e96f99b",
                    "fred-bamlh0a0hym2-20260723-34a5baa426",
                    "dashboard-20260724"
                  ]
                }
              ]
            },
            {
              "heading": "Breadth and commentary resist a simple risk-off call",
              "paragraphs": [
                {
                  "text": "Breadth is the strongest contrary evidence. Sector participation rose to 85.71%, and global stocks, small caps relative to stocks, equal weight relative to cap weight, and high beta relative to low volatility were all bullish. Country participation and Bitcoin were bearish, commodities were bullish, and the broad dollar remained bullish on an older July 17 observation. Within the risk-appetite domain, Goldilocks and Reflation each scored 0.625, against 0.375 for Inflation and Deflation. That gap shows why the headline regime is not a uniform sell signal: the risk-off lead came from rates-and-inflation and funding domains, not from participation.",
                  "sourceIds": [
                    "dashboard-20260724"
                  ]
                },
                {
                  "text": "Darius Dale’s commentary adds a concentration risk rather than proof of a completed downturn. His July 20 transcript argued that low-cost Chinese AI competition could force a hyperscaler capital-spending reassessment, while preserving strong current sales and earnings as contrary evidence and declining to give a timetable. His July 21 first-party notes then ranked a positioning-driven short squeeze as the most immediate outcome, ahead of a correction, sustained recovery, or crash. Calm credit and firm breadth support that near-term caution about calling the break too early.",
                  "sourceIds": [
                    "darius-ai-capex-20260720",
                    "darius-outcomes-20260721",
                    "dashboard-20260724"
                  ]
                }
              ]
            },
            {
              "heading": "What would change the reading",
              "paragraphs": [
                {
                  "text": "Lyn Alden’s reviewed interview captions pointed to gradual monetary expansion over the next several months and a preference for scarce, high-quality assets at sensible valuations. Friday’s trend data did not confirm that view across the obvious proxies. Gold was bearish with zero of five bullish trend votes and a negative 13.7% three-month return. Bitcoin was also bearish, with one of five bullish votes and a negative 15.1% three-month return. The difference is mainly horizon: a monetary thesis can remain intact while current price trends move against it.",
                  "sourceIds": [
                    "lyn-gradual-print-20260718",
                    "dashboard-20260724"
                  ]
                },
                {
                  "text": "A broader risk-off interpretation would need deterioration to spread beyond rates. Watch whether sector participation rolls over, global equities lose their bullish trend, and calm credit and funding readings begin to warn at the same time. The Dashboard’s own sensitivity test says removing the rates-and-inflation domain would change Friday’s fast classification from Inflation to Mixed. That makes the current source of pressure unusually clear. If rates pressure eases while breadth holds, the fast signal should soften; if credit and participation weaken with it, the case for a wider transition becomes stronger.",
                  "sourceIds": [
                    "dashboard-20260724"
                  ]
                }
              ]
            }
          ],
          "chart": {
            "kind": "matrix",
            "title": "Friday’s four measured regime readings",
            "subtitle": "Fast market pressure sits beside a slower reflation backdrop and calm liquidity.",
            "footnote": "Dashboard snapshot completed 2026-07-24T22:48:33.071Z; the Gavekal quadrant uses Jun 2026 completed-month data.",
            "afterSection": 1,
            "sourceIds": [
              "dashboard-20260724"
            ],
            "items": [
              {
                "label": "Fast market regime",
                "value": "Inflation · High confidence · Risk-off",
                "tone": "red"
              },
              {
                "label": "Slow macro grid",
                "value": "Reflation · growth Rising · inflation Rising",
                "tone": "cyan"
              },
              {
                "label": "Liquidity",
                "value": "Calm nowcast · Calm cycle · 1 yellow",
                "tone": "green"
              },
              {
                "label": "Gavekal quadrant",
                "value": "Inflationary Boom · Jun 2026",
                "tone": "amber"
              }
            ]
          },
          "videos": [
            {
              "sourceId": "darius-ai-capex-20260720",
              "afterSection": 3
            },
            {
              "sourceId": "lyn-gradual-print-20260718",
              "afterSection": 4
            }
          ]
        },
        "sources": [
          {
            "id": "dashboard-20260724",
            "publisher": "The Macro Dashboard",
            "title": "Canonical Dashboard snapshot",
            "publishedAt": "2026-07-24",
            "url": "https://themacrodashboard.com/data/dashboard.json",
            "evidence": "market-data"
          },
          {
            "id": "dash-kiss-20260720",
            "publisher": "The Macro Dashboard",
            "title": "KISS portfolio dashboard status",
            "publishedAt": "2026-07-20",
            "url": "https://themacrodashboard.com/data/kiss-status.json",
            "evidence": "market-data"
          },
          {
            "id": "dash-kiss-20260721",
            "publisher": "The Macro Dashboard",
            "title": "KISS portfolio dashboard status",
            "publishedAt": "2026-07-21",
            "url": "https://themacrodashboard.com/data/kiss-status.json",
            "evidence": "market-data"
          },
          {
            "id": "fred-dgs2-20260723-0d4e335bb5",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "2-year Treasury yield (DGS2)",
            "publishedAt": "2026-07-23",
            "url": "https://fred.stlouisfed.org/series/DGS2",
            "evidence": "official-data"
          },
          {
            "id": "fred-dgs10-20260723-77204a59da",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "10-year Treasury yield (DGS10)",
            "publishedAt": "2026-07-23",
            "url": "https://fred.stlouisfed.org/series/DGS10",
            "evidence": "official-data"
          },
          {
            "id": "fred-dgs30-20260723-e12c649ac7",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "30-year Treasury yield (DGS30)",
            "publishedAt": "2026-07-23",
            "url": "https://fred.stlouisfed.org/series/DGS30",
            "evidence": "official-data"
          },
          {
            "id": "fred-sp500-20260723-6382964c96",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "S&P 500 close (SP500)",
            "publishedAt": "2026-07-23",
            "url": "https://fred.stlouisfed.org/series/SP500",
            "evidence": "official-data"
          },
          {
            "id": "fred-vixcls-20260723-c10e96f99b",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "CBOE VIX close (VIXCLS)",
            "publishedAt": "2026-07-23",
            "url": "https://fred.stlouisfed.org/series/VIXCLS",
            "evidence": "official-data"
          },
          {
            "id": "fred-bamlh0a0hym2-20260723-34a5baa426",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "ICE BofA U.S. high-yield option-adjusted spread (BAMLH0A0HYM2)",
            "publishedAt": "2026-07-23",
            "url": "https://fred.stlouisfed.org/series/BAMLH0A0HYM2",
            "evidence": "official-data"
          },
          {
            "id": "darius-outcomes-20260721",
            "publisher": "42 Macro",
            "person": "Darius Dale",
            "title": "What's more likely: a short squeeze, correction, sustained recovery, or crash?",
            "publishedAt": "2026-07-21",
            "url": "https://42macro.com/podcasts-macro-minute?id=0287ed693df7473d99fc493389a33024",
            "evidence": "public-interview-notes"
          },
          {
            "id": "darius-ai-capex-20260720",
            "publisher": "42 Macro",
            "person": "Darius Dale",
            "title": "The Macro Minute: Will China's Low-Cost AI Trigger a Hyperscaler Capex Reset?",
            "publishedAt": "2026-07-20",
            "url": "https://www.youtube.com/watch?v=D0N0Z9G87w4",
            "evidence": "public-interview-transcript"
          },
          {
            "id": "lyn-gradual-print-20260718",
            "publisher": "Everyday Finance",
            "person": "Lyn Alden",
            "title": "I'm Exposing It All! This Is Bitcoin's Biggest Problem in 2026 - Lyn Alden Bitcoin Interview",
            "publishedAt": "2026-07-18",
            "url": "https://www.youtube.com/watch?v=ontMKawD3Js",
            "evidence": "public-interview-transcript"
          }
        ]
      },
      {
        "version": 1,
        "status": "ready",
        "weekEnding": "2026-07-31",
        "generatedAt": "2026-07-31T16:47:11-05:00",
        "dashboardAsOf": "2026-07-31T18:44:58.262Z",
        "inputHash": "c12db437bd341669d8b3e34d3e5a3feb9d2367a35145808dedc5c0020dcb868f",
        "article": {
          "title": "A Risk-On Regime With a Narrow Foundation",
          "dek": "Reflation led Friday's Dashboard, but mixed macro data and weak bond, gold, and Bitcoin trends kept confirmation uneven.",
          "publishedAt": "2026-07-31",
          "url": "https://themacrodashboard.com/blog/market-commentary/2026-07-31/",
          "sections": [
            {
              "heading": "Reflation leads the fast signal",
              "paragraphs": [
                {
                  "text": "Friday's Dashboard classified the market regime as Reflation with a risk-on bias and high confidence. Reflation received 41.67 of 118.75 weighted confirmations and led the next regime by 8.33 points. That is enough to identify the current leader, but domain agreement was only 50%. The classification has a clear winner without broad agreement across every part of the market.",
                  "sourceIds": [
                    "dashboard-20260731-5da46848b3"
                  ]
                },
                {
                  "text": "The slower readings are less decisive. The macro grid was mixed or uncertain, with growth rising and inflation uncertain. The U.S. reserve-liquidity proxy was neutral, down 0.3% over four weeks and up 1.9% over thirteen weeks. These readings support patience with the fast risk-on label: they do not overturn it, but they do not confirm a clean, broad reflationary expansion either.",
                  "sourceIds": [
                    "dashboard-20260731-5da46848b3"
                  ]
                }
              ]
            },
            {
              "heading": "Stocks carry most of the positive evidence",
              "paragraphs": [
                {
                  "text": "Stocks supplied the strongest constructive evidence. The global-stock trend was bullish with all five trend votes positive, and sector participation was 71.43%. Small caps relative to stocks and equal weight relative to cap weight were also bullish. The weaker details matter: high beta versus low volatility was neutral, while cyclicals versus defensives was bearish. Breadth was healthy enough to support risk-on, but the leadership was not uniform.",
                  "sourceIds": [
                    "dashboard-20260731-5da46848b3"
                  ]
                },
                {
                  "text": "Other assets did not confirm the stock signal. Gold was bearish with zero of five trend votes and a negative 12.3% three-month return. Bitcoin was bearish with one of five votes and a negative 14.3% three-month return. The aggregate bond ETF was also bearish with zero of five votes and a negative 0.9% three-month return. This split is the week's most useful measured point: risk appetite was present in stocks, while several diversifiers and duration-sensitive assets remained weak.",
                  "sourceIds": [
                    "dashboard-20260731-5da46848b3"
                  ]
                }
              ]
            },
            {
              "heading": "Rates remain the pressure point",
              "paragraphs": [
                {
                  "text": "The official Treasury series show why duration stayed in focus. On July 30, the two-year yield was 4.23%, the ten-year was 4.68%, and the thirty-year was 5.21%. The curve was upward sloping across those maturities, and the long end remained above 5%. Those levels do not prove a new inflation wave, but they keep financing costs and long-duration valuations exposed to changes in growth, inflation, and policy expectations.",
                  "sourceIds": [
                    "fred-dgs2-20260730-0d4e335bb5",
                    "fred-dgs10-20260730-77204a59da",
                    "fred-dgs30-20260730-e12c649ac7"
                  ]
                },
                {
                  "text": "Stress had not spread broadly in the latest official market readings. The high-yield option-adjusted spread was 2.84% on July 30, while VIX closed at 17.09. Both observations argue against treating elevated long rates as a current credit or volatility break. They also have limits: contained spreads and volatility describe current market pricing, not a guarantee that pressure at the long end will remain isolated.",
                  "sourceIds": [
                    "fred-bamlh0a0hym2-20260730-34a5baa426",
                    "fred-vixcls-20260730-c10e96f99b"
                  ]
                }
              ]
            },
            {
              "heading": "Commentary agrees on pressure, not timing",
              "paragraphs": [
                {
                  "text": "Darius Dale argued that underlying U.S. growth remained hot despite softer headline readings. In the same owned-channel video, he described the market's response as too relaxed, raised the probability of Federal Reserve tightening in the fall, and kept duration risk in view as AI investment increased demand for capital. The source used automatic captions, so these points are conservative paraphrases of public interview notes rather than a full transcript.",
                  "sourceIds": [
                    "commentator-2-source-0-20260730"
                  ]
                },
                {
                  "text": "Lyn Alden and Luke Gromen approached the pressure from the fiscal side. Alden said a shift toward deficit-driven money creation could make inflation more structural. Gromen argued that high debt and elevated rates could force a tradeoff between Treasury stability and dollar strength. Both sources are public interview notes, not full transcripts, and Alden's evidence came through third-party interview excerpts. Their overlap is a medium- to long-run constraint, not a claim about next week's market direction.",
                  "sourceIds": [
                    "commentator-0-source-3-20260728",
                    "commentator-1-source-3-20260725"
                  ]
                },
                {
                  "text": "The timing remains unsettled even within Dale's updates. One day earlier, he expected policy work to produce a net-dovish direction around year-end or early next year and warned that heavy AI infrastructure spending could make hyperscalers more capital intensive. The next update emphasized rising fall tightening risk. Those views can coexist across different horizons, but they leave a wide range of near-term policy outcomes open.",
                  "sourceIds": [
                    "commentator-2-source-0-20260729",
                    "commentator-2-source-0-20260730"
                  ]
                }
              ]
            },
            {
              "heading": "What would broaden or break the signal",
              "paragraphs": [
                {
                  "text": "The strongest agreement is narrow but useful. Measured yields and bearish bond trends line up with commentary that treats duration as the main pressure point. The disagreement sits elsewhere: the Dashboard still showed bullish stocks, solid participation, a risk-on regime, and contained credit spreads, while the commentators emphasized risks that could become more serious over time. Current evidence supports a split-market interpretation rather than a broad stress call.",
                  "sourceIds": [
                    "dashboard-20260731-5da46848b3",
                    "fred-bamlh0a0hym2-20260730-34a5baa426",
                    "commentator-2-source-0-20260730"
                  ]
                },
                {
                  "text": "A broader risk-on reading would need confirmation outside stocks: improving bond, gold, and Bitcoin trends, firmer cyclical leadership, and higher agreement across the Dashboard's domains. The current interpretation would weaken if stock participation and trend deteriorated while high-yield spreads or volatility rose. Until either set of evidence appears together, the practical reading is straightforward: respect the Reflation signal, but keep checking whether strength spreads beyond equities or rate pressure starts transmitting into credit and volatility.",
                  "sourceIds": [
                    "dashboard-20260731-5da46848b3",
                    "fred-bamlh0a0hym2-20260730-34a5baa426",
                    "fred-vixcls-20260730-c10e96f99b"
                  ]
                }
              ]
            }
          ],
          "chart": {
            "kind": "matrix",
            "title": "Friday's cross-signal map",
            "subtitle": "Stocks supported risk-on, while the slower macro grid and several cross-asset trends remained mixed or bearish.",
            "footnote": "Categorical readings and displayed values are copied from the Dashboard snapshot completed July 31, 2026.",
            "afterSection": 2,
            "sourceIds": [
              "dashboard-20260731-5da46848b3"
            ],
            "items": [
              {
                "label": "Market regime",
                "value": "Reflation, Risk-on",
                "tone": "blue"
              },
              {
                "label": "Domain agreement",
                "value": "50%",
                "tone": "amber"
              },
              {
                "label": "Stocks",
                "value": "Bullish, 5 of 5 votes",
                "tone": "green"
              },
              {
                "label": "Gold",
                "value": "Bearish, 0 of 5 votes",
                "tone": "red"
              },
              {
                "label": "Bitcoin",
                "value": "Bearish, 1 of 5 votes",
                "tone": "red"
              },
              {
                "label": "Liquidity",
                "value": "Neutral (-0.3% 4w, 1.9% 13w)",
                "tone": "amber"
              }
            ]
          },
          "videos": [
            {
              "sourceId": "commentator-2-source-0-20260729",
              "afterSection": 4
            },
            {
              "sourceId": "commentator-2-source-0-20260730",
              "afterSection": 4
            }
          ]
        },
        "sources": [
          {
            "id": "dashboard-20260731-5da46848b3",
            "publisher": "The Macro Dashboard",
            "title": "Canonical Dashboard snapshot",
            "publishedAt": "2026-07-31",
            "url": "https://themacrodashboard.com/data/dashboard.json",
            "evidence": "market-data"
          },
          {
            "id": "fred-dgs2-20260730-0d4e335bb5",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "2-year Treasury yield (DGS2)",
            "publishedAt": "2026-07-30",
            "url": "https://fred.stlouisfed.org/series/DGS2",
            "evidence": "official-data"
          },
          {
            "id": "fred-dgs10-20260730-77204a59da",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "10-year Treasury yield (DGS10)",
            "publishedAt": "2026-07-30",
            "url": "https://fred.stlouisfed.org/series/DGS10",
            "evidence": "official-data"
          },
          {
            "id": "fred-dgs30-20260730-e12c649ac7",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "30-year Treasury yield (DGS30)",
            "publishedAt": "2026-07-30",
            "url": "https://fred.stlouisfed.org/series/DGS30",
            "evidence": "official-data"
          },
          {
            "id": "fred-bamlh0a0hym2-20260730-34a5baa426",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "ICE BofA U.S. high-yield option-adjusted spread (BAMLH0A0HYM2)",
            "publishedAt": "2026-07-30",
            "url": "https://fred.stlouisfed.org/series/BAMLH0A0HYM2",
            "evidence": "official-data"
          },
          {
            "id": "fred-vixcls-20260730-c10e96f99b",
            "publisher": "Federal Reserve Bank of St. Louis (FRED)",
            "title": "CBOE VIX close (VIXCLS)",
            "publishedAt": "2026-07-30",
            "url": "https://fred.stlouisfed.org/series/VIXCLS",
            "evidence": "official-data"
          },
          {
            "id": "commentator-2-source-0-20260729",
            "publisher": "42 Macro",
            "person": "Darius Dale",
            "title": "The Macro Minute: Are the hyperscalers too cheap to keep selling?",
            "publishedAt": "2026-07-29",
            "url": "https://www.youtube.com/watch?v=7kSKQ02GxUk",
            "evidence": "public-interview-notes"
          },
          {
            "id": "commentator-2-source-0-20260730",
            "publisher": "42 Macro",
            "person": "Darius Dale",
            "title": "The Macro Minute: Is the US economy running hot or cold?",
            "publishedAt": "2026-07-30",
            "url": "https://www.youtube.com/watch?v=VYwV9Rtpl7c",
            "evidence": "public-interview-notes"
          },
          {
            "id": "commentator-0-source-3-20260728",
            "publisher": "Milk Road",
            "person": "Lyn Alden",
            "title": "Lyn Alden on fiscal money creation and structural inflation",
            "publishedAt": "2026-07-28",
            "url": "https://x.com/milkroaddaily/status/2081906819619041545",
            "evidence": "public-interview-notes"
          },
          {
            "id": "commentator-1-source-3-20260725",
            "publisher": "GoldFix",
            "person": "Luke Gromen",
            "title": "Luke Gromen: China’s Domination During the US’s Middle East Distraction",
            "publishedAt": "2026-07-25",
            "url": "https://vblgoldfix.substack.com/p/luke-gromen-chinas-domination-during",
            "evidence": "public-interview-notes"
          }
        ]
      }
    ]
  },
  "sourceHealth": {
    "taxDeferred": {
      "marketDaily": {
        "cadence": "trading-day",
        "firstObservationDate": "2016-01-04",
        "observationDate": "2026-10-09",
        "rowCount": 2708
      },
      "participation": {
        "cadence": "trading-day",
        "firstObservationDate": "2016-01-04",
        "observationDate": "2026-10-09",
        "rowCount": 2708,
        "coverage": 1,
        "status": "healthy",
        "terminology": "participation-and-risk-appetite-proxies"
      },
      "treasuryVolatility": {
        "cadence": "weekly",
        "firstObservationDate": "2016-01-04",
        "observationDate": "2026-10-09",
        "rowCount": 2669
      },
      "goldHistory": {
        "cadence": "trading-day",
        "observationDate": "2026-10-09",
        "firstObservationDate": "2005-01-03",
        "rowCount": 5477,
        "construction": "adjusted-total-return-overlap-chain",
        "preHandoffSymbol": "GLD",
        "postHandoffSymbol": "GLDM",
        "handoffDate": "2018-06-26",
        "overlapDate": "2018-06-26",
        "scaleFactor": 4.737051132715505,
        "gldAdjustedCloseAtHandoff": 119.26000213623047,
        "gldmAdjustedCloseAtHandoff": 25.176000595092773,
        "priorSessionDate": "2018-06-25",
        "transitionReturn": -0.005254794033074162
      },
      "creditPremium": {
        "cadence": "daily",
        "observationDate": "2026-10-08",
        "firstObservationDate": "1997-01-02",
        "rowCount": 6992,
        "series": [
          "RIFSPPNA2P2D30NB",
          "RIFSPPNAAD30NB"
        ],
        "transformation": "30-day A2/P2 nonfinancial commercial-paper rate minus same-maturity AA rate",
        "licensing": "Public Domain: Citation Requested"
      },
      "fredDaily": {
        "cadence": "daily",
        "firstObservationDate": "2003-02-07",
        "observationDate": "2026-10-08",
        "rowCount": 3344
      },
      "fredWeekly": {
        "cadence": "weekly",
        "firstObservationDate": "2006-01-02",
        "observationDate": "2026-10-02",
        "rowCount": 1243
      },
      "fredMonthly": {
        "cadence": "monthly",
        "firstObservationDate": "2009-11-01",
        "observationDate": "2026-08-01",
        "rowCount": 202
      },
      "fredQuarterly": {
        "cadence": "quarterly",
        "firstObservationDate": "2001-01-01",
        "observationDate": "2026-04-01",
        "rowCount": 102
      },
      "optionalExtended": {
        "cadence": "trading-day",
        "observationDate": "2026-10-09",
        "status": "healthy",
        "available": 9,
        "total": 9,
        "failedSymbols": []
      }
    },
    "liquidity": {
      "marketDaily": {
        "cadence": "trading-day",
        "observationDate": "2026-10-08",
        "rowCount": 2513
      },
      "treasuryVolatility": {
        "cadence": "weekly",
        "observationDate": "2026-10-09",
        "rowCount": 497
      },
      "fredDaily": {
        "cadence": "daily",
        "observationDate": "2026-10-08",
        "rowCount": 1903
      },
      "fredWeekly": {
        "cadence": "weekly",
        "observationDate": "2026-10-02",
        "rowCount": 1243
      },
      "creditPremium": {
        "cadence": "daily",
        "observationDate": "2026-10-08",
        "firstObservationDate": "1997-01-02",
        "rowCount": 6992,
        "series": [
          "RIFSPPNA2P2D30NB",
          "RIFSPPNAAD30NB"
        ],
        "transformation": "30-day A2/P2 nonfinancial commercial-paper rate minus same-maturity AA rate"
      }
    },
    "gavekal": {
      "marketMonthly": {
        "cadence": "monthly-completed-observations",
        "observationDate": "2026-09-01",
        "rowCount": 119
      }
    }
  }
}
