In this short paper, generally, we define a family of functions $f_k$ depends on the Eisenstein series with weight $2k$, for $k\in\mathbb N$. More detail, by considering the function $f_k$, we define a derivative formula for generating weakly modular forms with weight 12. As a result for this, we claim that this formula gives an advantage to find the special solutions of some differential equations.