From Wiktionary, the free dictionary
Literally, “not put an oar into the water”.
no dar un palo al agua (first-person singular present no doy un palo al agua, first-person singular preterite no di un palo al agua, past participle no dado un palo al agua)
- (idiomatic) to not lift a finger
