duster sparks from battery ground

A small spark is evidence of completing a circuit so something is on already when you're attaching the cable. Could be as simple as the dome lamp circuit if the door is open. Could be more serious like a short inside the alternator.
Place a test lamp between that cable end and battery post. If the lamp glows start hunting why.