Federal Reserve Chairman Jerome Powell’s whatever-it-takes moment arrived Monday.

The central bank signaled it would do practically anything—extending loans to big and small businesses and purchasing unlimited amounts of government debt—to help an American economy in a race against time.

After firing its arsenal at funding markets last week...