We prove that a Hodge-Tate prismatic crystal on (O K ) ∆ is uniquely determined by a topologically "nilpotent" matrix. Using this matrix, we construct a Cp-representation of G K from a Hodge-Tate crystal in an explicit way. We then compute the cohomology of a Hodge-Tate crystal by using this matrix and obtain the cohomological dimension of a crystal.As an application, when p > 2, we show the crystalline Breuil-Kisin modules admit "nilpotent connections", which is a new result on (ϕ, τ )-modules.This "connection" is conjectured predicting Hodge-Tate weights of associated crystalline representations. We confirm the conjecture in the rank-one case, the Barsotti-Tate case and the extended Fontaine-Laffaille case. Moreover, we give another description of prismatic crystals, by which the crystalline Breuil-Kisin modules in the above three cases can induce some prismatic F -crystals.These are special cases of Bhatt-Scholze's equivalence in [BS21].