Create, revise, and validate publication-ready scientific figures in R with ggplot2 and multi-panel layout tools. Use when generating or polishing analysis plots, reproducing an existing figure from updated data, assembling manuscript figures, improving typography or accessibility, preserving statistical content while redesigning presentation, exporting vector PDFs, or diagnosing clipping, overlap, weak contrast, crowded labels, legends, and panel balance.