For those of us who sometimes have SQL on the brain...
> df <- df %>% order_by(value)
Error: `call` must be a function call, not a symbol
> df <- df %>% order_by(-value)
Error: Can't use matrix or array for column indexing
> df <- df %>% arrange(-value)
e.g. Did you mean to use arrange()?