Grep search to character style

I understand that I can use GREP to search and replace. But how do I save this search to a character style (where I can also use GREP) – or am I missing something here?

Example of search that I want to be a permanent replace in a character style:

Search for this:

b(ddd)(dd)(dd)b

Replace with this:

$1 $2 $3