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Visual audit identified ~85 high-priority figure gaps across Vol 2. Three categories of work completed: - Activated ~22 shelved SVGs (renamed from _prefix, wired into QMD) - Created ~66 new SVGs from scratch following svg-style.md standards - Replaced ~15 TikZ-in-callout blocks with proper @fig- labeled SVGs All figures use sandwich prose pattern: intro sentence before the figure div (telling students what to look for) and takeaway sentence after (stating the key insight). 47 figures received prose fixes to ensure complete integration. SVG standards: viewBox 0 0 680 460, semantic color palette, Helvetica Neue typography, arrow markers in defs, ≤250-char alt text.