The cat did it!
A humorous and convenient way to pass the blame.
"My vase is broken!" Mother shrieked in horror. "Well," Dad smirked cynically, "I guess the cat did it!"
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Source: A Dictionary of American Idioms
The cat did it! : T : American Idioms @ English Slang