haojae

@haojae

1 skills · 2,791 GitHub stars

haojae is the author of Scipilot Figure Skill, a skill that helps an AI agent with scientific data visualization by first profiling a dataset's columns, sample sizes, distributions, outliers and groupings, then recommending chart types suited to the argument the user wants to make. It covers line, bar, scatter, box and violin plots, heatmaps, error bars, histograms, KDE, correlation matrices and multi-panel figures, and it is designed to catch common errors such as bar charts that hide small-sample distributions, dual y-axes, pie charts and rainbow colormaps.