figure-review

Audit a scientific figure for publication-readiness: colormaps, uncertainty, axis labels, caption completeness, and claim support. Panel-aware — judges one panel of a composite against what its shared caption and sibling panels supply, and raises a likely-deliberate choice as by-design? instead of a defect. Use this whenever the user shares or references a figure, plot, panel, or colorbar for a paper, report, or…