I do! My wheelbarrow is broken so it would take quite a few trips, but it could be done. I amended the plot at the beginning of the growing season. Would I pull the mulch back, or just dump it on top?
This is why we have sons!
If it rains hard, the compost would wash right through the mulch, but if not, you'd probably want to put it under.