Warm Brown Outfit Guide — Occasions, Skin Tones & Wedding Roles

Every way Warm Brown pairs by hue geometry

Each family is a fixed angle on the HSL colour wheel (color_engine.py) filtered to matches actually present in this 37-colour dataset, ranked by perceptual distance (ΔE CIE76). Neutrals are excluded from every family — a neutral pairs with anything, so it proves no harmony.