To build a gym in a 10×12 metal shed, install rubber flooring, lighting, and basic climate control like vents or a portable heater. Add compact gym equipment such as a treadmill, stationary bike, or weight bench. Use wall-mounted racks to hold accessories like resistance bands and dumbbells. For all-season use, consider insulating the shed and sealing any gaps to keep it comfortable year-round.