The goal is to reach the maximum floor you can get to.
For that purpose, find the liana (one per floor) and climb it to the next floor. At the end of each floor you'll get a shop with random items to enhances your character.
The more you go up, the more it is crowded with slims and nuts.
Those evil creatures are the consequences of a higher threat living at
the dungeons top and leaving lianas behind...