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Epigrammatic
Succinct Humor
Use 'epigrammatic' for describing short, humorous remarks that are smartly phrased. 
Not About Length
'Epigrammatic' doesn't specify length - it's about the impact and wit of the words. 
Avoid Overuse
Don't overuse 'epigrammatic' to avoid sounding pretentious; it's for distinctively clever lines. 