I am trying to figure out how (in the sense of why) the close up lens work.

I have some theory but the available information mostly focuses only on the usage aspect.

I have gathered from the bits and pieces that close up lens may work by reducing focal length but I am not confident that this is the case. It does make sense for the limited lens extension cameras - smaller focal length lens can get closer using the same lens extension.