Emma worked on the stapi-spec/stapi-spec repository, focusing on improving documentation and specification consistency to streamline client integration. She updated API endpoint paths, standardized terminology by renaming constraints to queryables, and revised the cloud_cover mapping to align with the EO data model. Using Markdown and YAML, Emma ensured that example data structures reflected the latest specifications, which enhanced the realism of integration tests. Her technical writing and API design skills reduced onboarding friction and improved maintainability. While no major bugs were addressed, her work laid a solid foundation for more reliable downstream mapping and analytics within the project’s documentation.