@paul.buerkner and others …
Seeking clarification that while robust = TRUE in the code below calls for the median, it is nonetheless, overridden by posterior_epred that provides only the mean — despite the robust option.
If so, then maybe a notice to that effect in the documentation for
conditional_effects(...) might be warranted?
conditional_effects(..., method="posterior_epred", ... , robust = TRUE)