  We prove a pro-$p$ version of Sela's theorem stating that a finitely
generated group is $k$-acylindrically accessible. This result is then used to
prove that $\mathrm{PD}^n$ pro-$p$ groups admit a unique $k$-acylindrical
JSJ-decomposition.
