pour oil on troubled waters
pour oil on troubled waters {v. phr.}
To quiet a quarrel; say something to lessen anger and bring peace.
The troops were nearing a bitter quarrel until the leader poured oil on the troubled waters.
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Source: A Dictionary of American Idioms