My question is actually the same as the first part of this one,
which has not been answered.
I am thinking about two ways, 1) use a bounded sequence $\{g_n\}$, and try to pick a convergent subsequence from $\{Tg_n\}$; 2) use Arzela-Ascoli. Uniform-boundedness is obvious. I got stuck in proving equicontinuity.
I know how to show the second part: Suppose $T$ has an eigenvector $g\neq 0$, so that $Tg=\lambda g$. With given orthonormal basis, $g=\sum_{k\in K}c_k\phi_k$, where $K=\{k|c_k=\langle \phi_k,g\rangle\neq 0\}$. Let $k_0=\min K$, then $\langle \phi_{k_0},\lambda g\rangle=\lambda c_{k_0}\neq 0$, but, \begin{align*} \langle \phi_{k_0},Tg\rangle &= \langle f_{k_0},\sum_{k\in K}c_kT\phi_k\rangle \\ &= \langle \phi_{k_0},\sum_{k\in K}\frac{c_k}{k}\phi_{k+1}\rangle \\ &= \sum_{k\in K}\frac{c_k}{k}\langle \phi_{k_0},\phi_{k+1}\rangle \\ &= 0 \end{align*} Contradiction! So $T$ cannot have eigenvectors.
Thank you, T.A.E.
I think of another way, \begin{equation} \sum_k||Af_k||^2=\sum_k||\frac{1}{k}f_{k+1}||^2=\sum_k\frac{1}{k^2}=\frac{\pi^2}{6}<\infty \end{equation} So $A$ is Hilbert-Schmidt and thus compact.
Is that correct?