How do valence electrons affect how atoms bond?

To help the particle such as chlorine which has 7 valence electrons in the outermost shell to obtain a stable octet structure, which has 8 valence electrons to become stable and less reactive, the valence electron will undergo covalent bonding to bond with another chlorine atom to obtain a chlorine molecule that is stable and less reactive.