Mnemonic: make the product diagonals the determinant, then scale.
The off diagonals are zero because the area of a parallelogram with planar edge vectors $c_1,c_2$ is the length of the scaled projection $|c_1 \cdot i c_2| = |c_2 \cdot i c_1|$, and the mnemonic sets row $r_k$ in the inverse to $i c_{3 - k}^T$$(ic_{3 - k})^T$.