  We propose a new skewness test statistic for normality based on the Pearson
measure of skewness. We obtain asymptotic first four moments of the null
distribution for this statistic by using a computer algebra system and its
normalizing transformation based on the Johnson $S_{U}$ system. Finally the
performance of the proposed statistic is shown by comparing the powers of
several skewness test statistics against some alternative hypotheses.
