Worked on the numpy/numpy repository to update documentation references in line with the new NEP link format, focusing on improving clarity and consistency for users and contributors. The update was implemented in Python and centered on enhancing documentation standards, ensuring all NEP-related links were compliant and easily traceable. Incorporated reviewer feedback to deliver the change as a single, well-documented commit, which streamlined future maintenance and improved onboarding for new contributors. The work demonstrated attention to collaborative review processes and adherence to NEP guidelines, resulting in more maintainable and navigable documentation without introducing new features or addressing bug fixes this month.