The Software Craftsmanship manifesto has defined values and principles that software development teams should follow to deliver quality software that fulfills functional and non-functional requirements without dealing with high amounts of technical debt. Software craftsmanship approach to software development prioritizes technical practices in order to provide a clean code base. This work analyzes a set of practices that can be applied to a Scrum project that aims to incorporate Software Craftsmanship values. The process implementation described may be a useful contribution for software development teams who also intend to implement Software Craftsmanship on their projects.