Eric,
A quick eyeball will give you a rough idea of how normal they are. Or, as I suggested skew and kurtosis will help. If you are using targets and/or stops fat tails shouldn't really be an issue - but it is wise to check.
You could also do a rough non-parametric VaR. That is, sort your...