The story
Fuller links the phrase to the events of 1557, when Thomas Stafford seized upon Scarborough Castle before the townsmen had the least notice of his approach.
Etymology from Wiktionary, CC BY-SA 4.0.
Scarborough warning
Today it means: A warning given too late to be useful. Full definition →