According to latest results presented at this workshop, it appears that the
surface chemistry of hydrogen-deficient post-AGB stars can now be explaine
d by evolutionary calculations involving a late He-shell flash. A quantitat
ive comparison of theoretical predictions with observed element abundances
can eventually constrain details of this evolutionary scenario. I will emph
asize here the diverse chemical compositions observed in H-deficient post-A
GB stars, which call for an explanation. The abundance patterns vary from a
lmost pure helium atmospheres to hydrogen- and helium-free atmospheres, wit
h a rich choice of compositions in between, involving rather different mixt
ures of H, He, and CNO.