  We propose a general framework for proving non-integrability of the quantum
systems. For spin-$1/2$ systems, we show that the presence or absence of the
local conserved quantity can be shown using the graph theoretical analysis.
This approach helps to systematically classify the number of local conserved
quantity, as aiding the proof of non-integrability of the Hamiltonian. Using
this approach, we prove for the first time that the PXP model is nonintegrable.
We also show that our method is applicable to the well-known proof of the
non-integrability of other spin-$1/2$ systems. Our new approach offers a
significant simplification of the proof of non-integrability and provides a
deeper understanding of quantum dynamics.
