Crystals grow with their atoms arranged in repeating patterns, and those patterns fall into a small number of systems; cubic, hexagonal, trigonal, tetragonal, orthorhombic, monoclinic, and triclinic. You don't need to memorise them, but the idea behind them is useful: a mineral's crystal system is why pyrite forms cubes, quartz forms six-sided points, and fluorite forms octahedra. The shape isn't random. It's the atomic structure made visible.
This is also a quiet authenticity check. When a "crystal" forms in a shape its mineral never naturally takes, that tells you something; structure is one of the hardest things to fake.