What of the membrane? That technically is the "solid shape", it's just very flexible like a mollusk's form is. And it's known that octopi can seep through thing cracks, which makes holding them in captivity a pain for researchers.

Though will agree that telekinesis doesn't fit in, and would open the door to all sorts of unpleasantness.