coco-beauty-consultant

Generate personalized skincare routines by supplying a structured user profile containing skin type, climate, and concerns. The system maps concerns to actives, applies climate adjustments, checks conflicts, and outputs a structured routine card with morning and evening steps.

Ingredient conflict checking is a safety mechanism that analyzes mapped actives to prevent recommending incompatible ingredients within the same personalized skincare routine. It ensures the generated routine avoids adverse reactions while addressing user concerns.

Build a climate-aware beauty advisor by feeding climate data alongside the user profile into the personalization engine. The system applies climate adjustments to the concern-to-ingredient mapping, modifying the tailored skincare routine to suit environmental factors.

Yes, you can use this personalization engine for budget-aware recommendations. The system accepts budget parameters within the user intake profile and adjusts the generated skincare and makeup routines to fit the specified financial constraints.

Safety guardrails include ingredient conflict detection and safety disclaimers integrated into the final formatted routine card. These ensure the personalized skincare and makeup routines handle sensitivities correctly and provide clear usage precautions.