$\DeclareMathOperator\rank{rank}$Let $P$ be a finite $p$-group. The rank of $P$ is $\log_{p}|P/\Phi(P)|$ where $\Phi(P)$ is the Frattini subgroup of $P$, we write $\rank(P)=\log_{p}|P/\Phi(P)|$.
Let a finite group $A$ act faithfully on a finite $2$-group $G$.
An $A$-invariant subgroup $H$ is called a $A$-direct factor if there exists an $A$-invariant subgroup $K$ such that $G=H\times K$. If there are no proper nontrivial $A$-direct factors of $G$, then $G$ is said to be $A$-indecomposable (or indecomposable if $A=1$). The next $2$ results on the rank of $A$-indecomposable $2$-group are well-known.
Assume $G$ is $A$-indecomposable abelian $2$-group. If $A=1$, then $\rank(G)=1$.
Assume $G$ is $A$-indecomposable abelian $2$-group. If $\gcd(|A|,|G|)=1$, then $G$ is homocyclic (direct product of cyclic groups of the same order), also $\rank(G)$ is equal to the dimension of the irreducible $GF(2)[A]$-module $G/\Phi(G)$ ($GF(2)$ is the finite field of $2$ elements).
Question Assume $G$ is $A$-indecomposable abelian $2$-group. If $A$ is a cyclic finite $2$-group, then could we say something about $\rank(G)$?
Easy version Assume $G$ is $A$-indecomposable abelian $2$-group. If $A$ is a cyclic group of order $2$, then could we say something about $\rank(G)$?
Using linear algebra, one could determine $\rank(G)$ in Easy version when $G$ is elementary abelian, that is $\rank(G)=1$ or $2$.