To prevent prompting for a hire date value when executing the query, you can use two methods. First, you can store the query in a script and pass the substitution value to the script when running it. This method bypasses the need for user input during execution. Second, you can use the define command before executing the query. By doing so, you define a variable's value beforehand, which prevents the prompt for a value when the query runs.