Step 1: Find total possible outcomes.
When two dice are thrown, total outcomes:
\[
6 \times 6 = 36
\]
Step 2: Identify prime sums.
Possible prime sums are:
\[
2,\;3,\;5,\;7,\;11
\]
Step 3: List favorable outcomes with red die>blue die.
Valid outcomes satisfying both conditions are:
\[
(2,1),\ (3,2),\ (4,1),\ (4,3),\ (5,2),\ (6,1)
\]
Step 4: Count favorable outcomes.
Number of favorable outcomes = 6
Step 5: Calculate probability.
\[
\text{Probability} = \frac{6}{36} = \frac{1}{6}
\]
Step 6: Conclusion.
The required probability is \(\boxed{\dfrac{1}{6}}\).