Here's a great post from the Ploughshares blog listing writers' favorite prompts:
http://blog.pshares.org/index.php/all-time-favorite-writing-prompts/
I like this list because it embraces a range of approaches from my very simple, one-word preference to a more craft-based assignment:
"Write a story that takes place over six real-time seconds. -Jeff Bender"