Can't say much without the picture and I'm not an expert at all in this field, but it sounds to me like it could be a case of red leg disease (for the legs) mixed with the deadly Chytrid fongus that's been decimating frog populations (for the leathery back). For the red eyes, I have no idea.

I'm curious to see this picture.