Worked on the GenomicsStandardsConsortium/mixs repository to enhance the clarity and accuracy of the MIXS YAML schema documentation. Focused on correcting a batch of description typos across multiple schema entries, the work involved disciplined editing and careful commit management to ensure traceability and maintain repository hygiene. No functional changes were introduced to the schema itself; instead, the updates targeted user-facing documentation to reduce confusion and support onboarding for new contributors. Leveraged skills in documentation and schema management, with a strong emphasis on YAML, to improve the overall quality and usability of the schema’s descriptive content for the community.