Using “it's simple” to explain something

While reading tutorials or watching presentations, I often come across this sentence: “it's simple!”. The author uses that sentence to introduce an idea and explain something. I think “it's simple” shouldn't be used to explain something.

Using “it's simple” didactically means:

But saying “it's simple” can:

Examples of “it's simple” misuse