Bean Recipe Adapt is a recipe adaptation feature within Bean, a personal kitchen assistant that helps users discover and prepare meals. It adapts recipes to different serving sizes, dietary restrictions, and available pantry items, producing modified ingredient lists, step-by-step directions, and shopping lists. The feature prioritizes reducing food waste and saving time by suggesting substitutions and alternate methods when ingredients are missing or when users need allergen- or diet-compliant variations. Integrated into the Bean experience, it streamlines meal planning and makes recipes more accessible and personalized.