Slipping knitwise or purlwise will look different. Try them both. If you start doing it one way and change your edge could look rather odd. Patterns usually specify if it is to be slipped knitwise, unspecified mean slip purlwise. Mainly, be consistent.
Happiness is catching that dropped stitch while it's still fixable..