Amina enhanced the VnVReport documentation within the ssm-lab/capstone--source-code-optimizer repository, focusing on clarifying the attribution of group reflections to either client or proxy sources. She approached this by introducing detailed examples and explicit source labeling, which improved transparency for users interpreting the report’s content. Her work relied on LaTeX for technical writing and documentation, emphasizing clear communication of complex attribution logic. Over the course of the month, Amina delivered one feature update without addressing bug fixes, demonstrating depth in documentation and technical writing rather than breadth across multiple areas. The contribution addressed a specific need for transparent reporting.