Synonyms for Extemporize (same or very similar meaning)
WordNet sense 1 (manage in a makeshift way; do with whatever is at hand):
improvise
WordNet sense 2 (perform without preparation):
ad-lib, extemporise, improvize
From the ODE community, based on WordNet
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