For simplicity I will assume $\operatorname{char} k = 0$, though probably $\operatorname{char} k \notin \{ 2, 3, 5 \}$ will be enough.
First, one makes an inspired guess and observes that
$$\begin{align}
x & = t^3 \\
y & = t^4 \\
z & = t^5
\end{align}$$
parametrises all the solutions to the equations. (One is led to guess this by inspecting the Gröbner bases of the ideal with respect to various monomial orderings.) This implies that the variety is the continuous image of an irreducible variety, so must itself be irreducible. (Thus, the ideal in question is prime.) Note also that this parametrisation is singular at $t = 0$, so one suspects that the behaviour of the variety at $(0, 0, 0)$ may not be generic.
Let us instead look at the point $(1, 1, 1)$. Let $A = k[x, y, z] / I$. The cotangent space of $X$ at $(1, 1, 1)$ is the $A / \mathfrak{m}$-module $\mathfrak{m} / \mathfrak{m}^2$, where $\mathfrak{m}$ is the maximal ideal of $A$ (not the polynomial ring!) corresponding to the point. In order to use Gröbner basis techniques, we must lift this definition to the polynomial ring. If $\tilde{\mathfrak{m}} = (x, y, z)$ is the maximal ideal of $k[x, y, z]$ above $\mathfrak{m}$, then we have
$$\frac{\mathfrak{m}}{\mathfrak{m}^2} \cong \frac{(\tilde{\mathfrak{m}} + I) / I}{(\tilde{\mathfrak{m}}^2 + I) / I} \cong \frac{\tilde{\mathfrak{m}} + I}{\tilde{\mathfrak{m}}^2 + I}$$
Mathematica informs me that
$$\tilde{\mathfrak{m}}^2 + I = (1 - 2z + z^2, -1 + 5y - 4z, -2 + 5x - 3z)$$
and so $\mathfrak{m} / \mathfrak{m}^2$ is indeed $1$-dimensional, as expected. On the other hand, the cotangent space of $X$ at $(0, 0, 0)$ is $3$-dimensional!
Now, by general facts about $k$-algebras, we have
$$\dim A + \operatorname{ht} I = \dim k[x, y, z] = 3$$
where $\dim$ here refers to Krull dimension. Since the variety is indeed a curve, $\dim A = 1$. So $\operatorname{ht} I = 2$.