Worked on automated quality assurance and documentation improvements for ontology repositories, focusing on OBOFoundryhub.io and obophenotype/cell-ontology. Developed and integrated a new Python-based responsiveness check into the OBOFoundryhub.io automated QA system, updating Makefile logic to streamline CI/CD workflows and enhance reporting for ontology developers. In the cell ontology repository, improved documentation clarity by correcting spelling errors in cell definitions, collaborating with other contributors to ensure accuracy and consistency. Leveraged skills in Python scripting, Makefile, and ontology development to address data validation and documentation needs, contributing targeted features that improved reliability, maintainability, and user understanding across both codebases.