This document discusses a pilot project to develop corpus-based activities to improve chemistry undergraduates' academic writing skills. It created activities utilizing a corpus of student writings to highlight linguistic techniques. A workshop presented activities on academic voice, reporting verbs, nominalization, and connectives. Student feedback found the activities quite or very useful and they were likely to access the corpus independently. Future plans include expanding the activities and running annual workshops to integrate them into writing training.