The story
A figurative use of the cricket expression stumps (“the close of play when the stumps are pulled out of the ground by the umpires”).
Etymology from Wiktionary, CC BY-SA 4.0.
call it stumps
Today it means: To decide to end an activity; to call it a day. Full definition →