A strong nucleophile is F, Cl, Br, I in order of decreasing nucleophilicity. A strong nucleophile nucleophile is generally the anion of a monoprotic acid.
A strong base would rather extract a Hydrogen than perform a substitution reaction. This is why a strong base prefers to extract the hydorgen in an E2 reaction.
If you remember the following, you should do fine: Strong Base has OH or O-, strong nucleophile is F, Cl, Br, I.
I think that is a sufficient explanation that works for me