In the LC circuit, the current in the direction shown and the charges on the capacitor plates have the signs shown. At this time

As it can be easily seen by the direction of I that Q is decreasing thus, energy of capacitor is decreasing and hence, energy of inductance is increasing or $\left(\frac{1}{2}{\mathrm{LI}}^2\right)$ gives that I is increasing.