Cross-disciplinary scientific collaboration is emerging as standard operating procedure for many scholarly research enterprises. And yet, the skill set needed for effective collaboration is neither taught nor mentored. The goal of the Toolbox Dialogue Initiative is to facilitate cross-disciplinary collaboration.