Through a Capstone Program partnership between the Open Source Program at Twitter, the University of San Francisco Computer Science Department, and members of the Linux Foundation's CHAOSS Community, undergraduate students researched and developed numerous proof of concept tools to gather and and visualize metrics that assess Open Source Community Health.