Use this skill when evaluating, refining, or implementing figures intended for academic papers (e.g., ICML, ICLR, ACL, Nature). Trigger when visual quality, readability, or publication standards matter — especially when a plot “looks fine” but may fail under real paper constraints (small size, grayscale, reviewer scrutiny).