There is no way to do that. The recipe dialog box that comes up when you use the actions is not modifiable. Rather than typing in the recipe name, you can simply press the recipe that you want to modify and that will put the name in the save line so you do not need to type it in.
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There is a system tag that can be used to display the latest loaded recipe.
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