Consider the following completely degenerate quasi-periodically forced skew-product maps of the form $ \begin{eqnarray*} \left\{ \begin{array}{l} \bar{x} = x+y^m+\epsilon f_1(x,y,\theta,\epsilon)+h_1(x,y,\theta,\epsilon),\\ \bar{y} = y+ \lambda x^n+\epsilon f_2(x,y,\theta,\epsilon)+h_2(x,y,\theta,\epsilon),\\ \bar{\theta} = \theta+\omega, \end{array} \right. \end{eqnarray*} $ where $ (x,y,\theta)\in \mathbb{R}\times\mathbb{R}\times \mathbb{T}^d $, $ \lambda = \pm 1 $, $ \omega\in\mathbb{R}^d, $ $ n $ and $ m $ are positive integers satisfying $ n\geq m,\ mn>1, $ $ f_1,f_2,h_1,h_2 $ are real analytic on $ (x,y,\theta) $ and $ C^1 $-Whitney smooth on $ \epsilon, $ and $ h_1, h_2 = \mathcal{O}(|(x,y)|^{n+1}) $. The existence of weak-hyperbolic (weak-elliptic) invariant tori for the above maps with $ \lambda = 1 $ ($ \lambda = -1 $) has been proved in [25,30]([25]). In this paper, we prove the above completely degenerate skew-product map both in the case $ \lambda = 1 $ and in the case $ \lambda = -1 $ not only admits weak-hyperbolic invariant tori but also weak-elliptic invariant tori under the suitable conditions. Moreover, the number of invariant tori is investigated in both cases. See Theorem 2.1 and Theorem 2.2. The results of this paper are the situations that are not discussed in the existing literature.