Scienceverse

Metacheck is an open-source R package that checks research outputs for best practices, using text search, R code and, optionally, queries to large language models. Its 26 modules cover areas such as preregistrations, ethics approval, funding and conflict-of-interest statements, open practices, effect sizes, p-values, power analysis and references, and it cross-references citations against Retraction Watch,