With last beta: https://dl.dropboxusercontent.com/u/13064071/plantuml.jar
You can have:
skinParam CaptionFontSize 10
skinParam CaptionFontColor blue
caption This is caption
The default font size is 14 (default for title is 16, but it looks too much for caption). Do you agree ?
Few tests have been done, so feedback is welcome.