Open Knowledge Stewardship is a formal academic practice within the broader domain of knowledge stewardship that specifically entails the systematic curation, sustainable management, and open sharing of research outputs—such as methods, models, frameworks, theories, constructs, datasets, tasks, or metrics—to ensure their long-term accessibility, reusability, and transparency for scholarly advancement.