This seems to be a trivial question, but I am genuinely confused about it.
The notion of weights as in Deligne's Weil II are defined in terms of eigenvalues of automorphisms that Frobenius morphisms induce on stalks. The following is a definition that is found in many literatures:
Let $k$ be a finite field of $q = p^d$ elements, and $X_0$ be a scheme over $k$. For an étale morphism $\phi:U_0 \to X_0$, it is a theorem that its pullback under the absolute Frobenius $Fr_{X_0}:X_0 \to X_0$ is isomorphic to $\phi$ itself. Via this isomorphism, for any sheaf $\mathcal{G}_0$ on (the étale site of) $X_0$ one can define a morphism $Fr_{X_0}^{\ast} \mathcal{G}_0 \to \mathcal{G}_0$, denoted by $Fr_{\mathcal{G}_0}$.
Let $X$ be a pullback of $X_0$ via $k \to \bar{k}$, and $\mathcal{G}$ be a pullback of $\mathcal{G}_0$ via $X\to X_0$. Then pulling back $Fr_{\mathcal{G}_0}$ defines a morphism $F_X^{\ast}\mathcal{G} \to \mathcal{G}$, denoted by $F_{\mathcal{G}}$.
For any geometric point $\bar{x}$ of $X$, whose underlying point $x$ has residue field of elements $q^d$, the $d$-th iteration of $F_X$ fixes $\bar{x}$, so pulling back the $d$-th iteration of $F_{\mathcal{G}}$ via $\bar{x}$ induces a morphism $\mathcal{G}_{\bar{x}}\to \mathcal{G}_{\bar{x}}$, which is called the geometric Frobenius.
The weights of $\mathcal{G}$ at $\bar{x}$ are eigenvalues of this morphism.
Now in most of literatures, it is stated without proof that the weight of $\mathbb{Q}_l(1)$, the inverse limit of $\mu_{l^n}$s is $-2$. This looks intuitively clear: the arithmetic Frobenius, which can be proven to be inverse to the geometric Frobenius, seems to be acting on $\mu_{l^n}$ via $\xi \to \xi^{q^d}$, so its inverse has the weight $-2$.
However, I can't deduce this formally from the definition of the Frobenius map; it looks as if every maps in the sections of the Frobenius are canonical isomorphisms, so maps among stalks are the canonical isomorphisms as well. Can somebody formally deduce the computation of the weight of $\mathbb{Q}_l(1)$ from definitions?