Prokaryotes are classified into two domains: bacteria and archaea. Bacteria are identified by their cell wall composition, shape, movement, and energy production. They reproduce through binary fission and gene transfer between cells. Prokaryotes play crucial roles in ecosystems through nutrient cycles and symbiosis, and can impact humans both harmfully and beneficially.