Even with other colors, I have had occasional issues with extrusion gaps for a few layers. It usually picks up again, so I end up with a "holiday" in my print. Oddly enough, it only happens with Makerware, not RepG. Visual confirmation on the slices shows no issues. Still haven't figured that out.
I agree with Dan, though. Slowing down can usually solve this.
Now for the bad news. Your choice of black probably wasn't a good one, if you're looking for easy-breezy-beautiful. I, as well as some others on this forum, have found that curls...a lot. Consider yourself forewarned...