"Chance of precipitation" isn't one of them though, they'll only give you a predicted inches of rainfall. Should I assume that if there's a nonzero amount of rain in the graph it's a definitely going to happen and I should carry around my umbrella?

Darksky used to make that really easy to check for the entire day and I'm not loving Weather as a replacement.