A complementary colour scheme is really straightforward and just involves two colours that are opposite each other on the colour wheel. Opposites attract, after all!
On the rotating scheme selector at the centre of your wheel, point the arrow next to the word ‘complementary’ at a colour you know you like, then follow the arrow to see what colour it suggests putting with it – you can expect to see a contrasting effect, but together they should create tonal harmony.