  In this paper, we prove a form of purity property for the $(\mathbb{P}^1,
\infty)$-invariant replacement $h_0^{\overline{\square}}(\mathfrak{X})$ of the
Yoneda object $\mathbb{Z}_{\rm tr} (\mathfrak{X})$ for a modulus pair
$\mathfrak{X}=(\overline{X}, X_\infty)$ over a field $k$, consisting of a
smooth projective $k$-scheme and an effective Cartier divisor on it. As
application, we prove the analogue in the modulus setting of Voevodsky's
fundamental theorem on the homotopy invariance of the cohomology of homotopy
invariant sheaves with transfers, based on a main result of "Purity of
reciprocity sheaves" arXiv:1704.02442. This plays an essential role in the
development of the theory of motives with modulus, and among other things
implies the existence of a homotopy $t$-structure on the category
$\mathbf{MDM}^{\rm eff}(k)$ of Kahn-Saito-Yamazaki.
