Let $T(\eta) = \{\frac{1}{2^n}\eta_n\}$ for $\eta = \{\eta_1, \eta_2, ...\} \in \ell_2$. I need to prove T is compact, and evaluate $\sigma_p(T), \sigma_c(T), \sigma_r(T)$.
My feeling is that I need to show that every bounded sequences of $\ell_2$ sequence $x_n$ will contain a convergent subsequence in $T(x_n)$, with some less than inequality I should be able to show that, but I failed to reach such property.
Let $\{ e_{n} \}_{n=1}^{\infty}$ be the standard basis for $\ell^{2}$. Specifically, $$ e_1 = \{ 1,0,0,0,\cdots \} \\ e_2 = \{ 0,1,0,0,\cdots \} \\ e_3 = \{ 0,0,1,0,\cdots \} \\ \vdots $$ You can write $$ Tx = \sum_{n=1}^{\infty}\frac{1}{2^{n}}(x,e_n)e_n $$ If you truncate this series to $n \le N$, then \begin{align} \left\|Tx - \sum_{n=1}^{N}\frac{1}{2^{n}}(x,e_n)e_n\right\|^{2} & = \sum_{n=N+1}^{\infty}\frac{1}{2^{2n}}|(x,e_n)|^{2} \\ & \le \frac{1}{2^{2N+2}}\sum_{n=N+1}|(x,e_n)|^{2} \\ & \le \frac{1}{2^{2N+2}}\sum_{n=1}^{\infty}|(x,e_n)|^{2} \\ & = \frac{1}{2^{2N+2}}\|x\|^{2}. \end{align} That means the finite-rank operator $T_{N}x=\sum_{n=1}^{N}\frac{1}{2^{n}}(x,e_n)e_n$ satisfies $$ \|Tx-T_{N}x \| \le \frac{1}{2^{N+1}}\|x\| \\ \implies \|T-T_{N}\|_{\mathcal{L}(X)} \le \frac{1}{2^{N+1}}\rightarrow 0. $$ You can see that $1/2^{n}$ is an eigenvalue because $Te_{n}=\frac{1}{2^{n}}e_{n}$. Compact operators can only have point spectrum for the non-zero spectrum. $0$ is a cluster point of the spectrum in this case, and $T$ is not continuously invertible even though it is injective.