In TD-ADGA we consider an energy-like quantity very similar to the one in Eq. 32, but we replace the VSCF densities with the time-dependent densities described in Section 2.2 and instead of using the average density from a number of states for each mode, we use the space-and time-smoothened one-mode densities in Eq. 29. This gives the TD-ADGA integral