The eigenvalues of skew-symmetric and hermitian symmetric matrices

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If transformation $T$ is skew-symmetric, then eigenvalues of $T$ must be zero. However, if there is a matrix representation of $T$ and that matrix is skew-symmetric, it seems to me that eigenvalues could be pure imaginary numbers.

How is this possible?

For example, suppose I have a matrix with values $a_{11}=2, a_{12}=0, a_{21}=0, a_{22}=-2$.

This matrix is skew-symmetric and eigenvalues are $2i$ and $-2i$.

However, if a matrix is skew-symmetric, does that mean that transformation is also skew-symmetric and therefore eigenvalues must be zero?