  Starting from a general $\mathcal{N} = 2$ SCFT, we study the network of
$\mathcal{N} = 1$ SCFTs obtained from relevant deformations by nilpotent mass
parameters. We also study the case of flipper field deformations where the mass
parameters are promoted to a chiral superfield, with nilpotent vev. Nilpotent
elements of semi-simple algebras admit a partial ordering connected by a
corresponding directed graph. We find strong evidence that the resulting fixed
points are connected by a similar network of 4D RG flows. To illustrate these
general concepts, we also present a full list of nilpotent deformations in the
case of explicit $\mathcal{N} = 2$ SCFTs, including the case of a single
D3-brane probing a $D$- or $E$-type F-theory 7-brane, and 6D $(G,G)$ conformal
matter compactified on a $T^2$, as described by a single M5-brane probing a
$D$- or $E$-type singularity. We also observe a number of numerical
coincidences of independent interest, including a collection of theories with
rational values for their conformal anomalies, as well as a surprisingly nearly
constant value for the ratio $a_{\mathrm{IR}} / c_{\mathrm{IR}}$ for the entire
network of flows associated with a given UV $\mathcal{N} = 2$ SCFT. The
$\texttt{arXiv}$ submission also includes the full dataset of theories which
can be accessed with a companion $\texttt{Mathematica}$ script.
