We present a proof of the compositional shuffle conjecture by Haglund, Morse and Zabrocki [Canad. J. Math., 64 (2012), 822–844], which generalizes the famous shuffle conjecture for the character of the diagonal coinvariant algebra by Haglund, Haiman, Loehr, Remmel, and Ulyanov [Duke Math. J., 126 (2005), 195–232]. We first formulate the combinatorial side of the conjecture in terms of certain operators on a graded vector space
V
∗
V_*
whose degree zero part is the ring of symmetric functions
Sym
[
X
]
\operatorname {Sym}[X]
over
Q
(
q
,
t
)
\mathbb {Q}(q,t)
. We then extend these operators to an action of an algebra
A
~
\tilde {\mathbb A}
acting on this space, and interpret the right generalization of the
∇
\nabla
using an involution of the algebra which is antilinear with respect to the conjugation
(
q
,
t
)
↦
(
q
−
1
,
t
−
1
)
(q,t)\mapsto (q^{-1},t^{-1})
.