Recent troubling findings on the consequences of lacking research and reporting transparency elicited a strong trend towards Open Science within the social sciences. We propose to generate such functionality by designing a participatory, linked, open database of social science measures, that is, of operational definitions (e.g., scales) of theoretical concepts.