AgriMind Advisor is a GitLab Duo skill that encodes a domain-specific Knowledge Graph of African agricultural entities — crops, pests, soil types, seasonal calendars, and regional relationships — into GitLab Orbit's skill interface, enabling contextually grounded farming advice for sub-Saharan smallholder farmers.