There are different ways to do it. One is to drop the complex and to other elements then, create the complex again. Another one is to use "delete vertex" to remove the curve from the complex. Then you can create a curve to be part of the complex. When placing the curve take care of the prompt that tells you to do ALT to pick from a complex. .
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