My caption goes here
This tip told me how to create a caption in Markdown. If you follow an image by a line with emphasis.
For example

*The caption goes here*
and then add this to the stylesheet, you'll get a nice caption.
/* for image caption */
img + br + em {
font-style: normal;
display: inherit;
text-align: center;
font-size: 90%;
}