It makes a little more sense with the context that “I’m down” is shortened slang for “I’ll throw down on that”, itself slang for “I will get in on this situation” (as in “throwing down” some money or chips when gambling)
I thought it is short for "I am putting myself down for that" or "put me down for that". As in, putting yourself down on a list for attending an event.