Kirsten Findlay enhanced the PSIAIMS/CAMIS repository by improving the reproducibility and documentation of its analysis pipelines. She focused on the summary_skew_kurt.qmd file, adding a Reference section that details session information and dependencies, which enables easier replication and auditability of results. This work was implemented through two targeted commits using R and Markdown, leveraging her skills in data analysis and technical documentation. By embedding reproducibility references directly into the analysis workflow, Kirsten addressed traceability challenges and supported collaborative research. The depth of her contribution lies in integrating reproducibility as a core feature, rather than as an afterthought, within CAMIS analyses.