This!
I did exactly this before leaving my previous position. We had a friendly 45min call the next day, just talking about my current situation at the time and he was thrilled I reached out to him directly.
Great suggestion. I have gotten jobs through networking, but I've never cold called a recruiter for a specific job.
Might not be anywhere near 100% overall but when it works it makes for a really lovely experience.