  We study the Metropolis algorithm on a bounded connected domain $\Omega$ of
the euclidean space with proposal kernel localized at a small scale $h > 0$. We
consider the case of a domain $\Omega$ that may have cusp singularities. For
small values of the parameter $h$ we prove the existence of a spectral gap
$g(h)$ and study the behavior of $g(h)$ when $h$ goes to zero. As a
consequence, we obtain exponentially fast return to equilibrium in total
variation distance.
