This pattern is best suited for a confident beginner or intermediate crocheter who is comfortable with color changes. It’s also a made to measure pattern so you can ensure the perfect fit! It was tested for sizes XS-XL but can certainly be adjusted for smaller or larger sizes- please reach out to me if y