Careful sliding means careful wet floor. Why don't careful steps mean careful stairs?

Generally speaking, be careful of the steps:

Mind?the?Step?

Because care is easy to cause injuries, and the wet floor will make people slip.

Stair itself is an objective word, not a hazard. For example, a steep staircase is a steep step, so you can use caution.