quick on the trigger
quick on the trigger or trigger happy {adj. phr.}
1. Ready to shoot without warning; fast with a gun.
He's a dangerous criminal quick on the trigger.
2. {informal}
Fast at answering questions or solving problems.
In class discussions John is always quick on the trigger.
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Source: A Dictionary of American Idioms