Start with What You’ll Build: the completed SPY study using recorded prices from January 2022 through October 30, 2026. Follow the construction to add four named cycle components, a higher-level reference cycle, dated arches and timing estimates. Then compare every layer with the Finished SPY Hurst Cycle Analysis. Reference-cycle timing is an interpretation; future dates are estimates, not observed prices or guaranteed reversals.