You are correct, there is no such stable LTI system which has an impulse response with $\mathrm{Z}$-Transform = $z^*$.
Proof by contradiction:
Assume that there is an LTI system which is BIBO stable and has the transfer function: $H(z) = z^*$.
Since $H(z)$ is stable, $|z|=1$ is inside its ROC. Therefore taking $z=e^{j\omega}$,
\begin{align*}
H(e^{j\omega}) & = (e^{j\omega})^* = e^{-j\omega}\\
H(e^{j\omega}) & = \text{DTFT} \{h[n]\}
\end{align*}
The $\text{IDTFT}\{e^{-j\omega}\} = \delta[n-1]$.
Then $H(z) = \sum_{n=-\infty}^{\infty} h[n]z^{-n} = \delta[n-1]z^{-n} = z^{-1}$
But $z^{-1} \neq z^{*}$. This is a contradiction!
Therefore, there is no stable LTI system whose transfer function is $z^{*}$.