The opioid epidemic has prompted national and institutional guidelines for safe opioid prescribing. This paper describes the development, implementation, and sustainment of a toolkit for safer opioid prescribing for chronic pain in primary care. The authors describe organizational, technical, and external barriers to implementation along with attempted solutions and their effects. The toolkit is available as supplemental material.