  We give a description of Duchamp and Krob's extension of Magnus' approach to
the lower central series of the free group to right-angled Artin groups. We
also describe how Lalonde's extension of Lyndon words to the
partially-commutative settings gives a simple algorithm to find a basis for
consecutive quotients of the lower central series of a RAAG.
