When you're dead, the skills page closes and clicking on the button does nothing; that's not a bug but a design decision and I wasn't referencing that.
Clicking on the OTHER button, on the right of the portrait, opens up the window, but if you're dead, no equipment shows, your hero's stats are shown as zero, and the place where the normal fullbody portrait should be is a black square darker than the background. If you open this pane up while you're alive, close it, and then re-open it when you're dead, all your numerical stats show up, your equipment is listed, and your full body portrait is there, and appears to update even if, say, you open it, then close it, buy a bunch of equipment, and die 10 minutes later after a few levels. Thus, Bug; either the window shouldn't open, or it should be accurate the first time.