This study investigated a six-week prompt-writing instruction to enhance L2 writers’ prompt literacy in a GAI-supported classroom. Using a mixed method approach, results suggested improvement in prompt development, strategic GAI interaction and incorporation, and revision practices, demonstrating the effectiveness of structured pedagogical framework in fostering prompt literacy and improving overall writing quality.