The story
Taken from rodeo routines: the bucking bronco, or bull, or the calf for the calf-roping contest is kept in a narrow pen, a chute, before being released.
Etymology from Wiktionary, CC BY-SA 4.0.
straight out of the chute
Today it means: immediately, from the very outset. Full definition →