The main objective of the project is to test the performance of the StyloR package for intuitive users when applied to the Romanian language and to determine whether certain parameter sets yield optimal results for different types of stylometric analysis. A broader aim is to develop a written guide for using this tool in and for the Romanian language, with the intention of encouraging greater adoption among students in Romania. The focus is on improving the effectiveness of stylometric analysis on Romanian texts by testing various parameter combinations and developing supplementary tools to address some limitations arising from the absence of Romanian as a built-in language option in the package.