Code & research description to be presented at the 2024 Family History Technology Conference. Research and Development on a tool to find document images where manuscript waste (a.k.a. binder's waste) was used to bind other documents. Info from reused manuscripts can relate to genealogy and/or MS studies, and is extensible to finding, e.g. repairs.