Even an Autozone borrowed spring compressor can work, but you have to be careful. Treat the spring like a loaded gun, and use a safety chain. If you keep the chain pretty tight, the spring won't go anywhere if the compressor slips.

By the way, it's potential energy, and your main goal is to try to keep it from becoming kinetic energy.