Good luck. I bought a teflon cookie sheet, and can't tell you how many times it has slid off the counter or out of the oven. I would put dabs of glue (hot glue) on the ruler. That will at least keep it from sliding, and you can remove it when you are done. Maybe some small pieces of sand paper on the mat just beyond where you are cutting would keep the fabric from running away from you.
Sue