Worked on the scikit-learn/scikit-learn repository to enhance documentation usability by adding a direct link to the Ecosystem Page within the documentation index. This update aimed to streamline navigation for users seeking related projects and ecosystem resources, reducing onboarding friction and improving discoverability. The change was implemented as a single, low-risk documentation commit, ensuring a clear rollback path if needed. Leveraged skills in web development and documentation, utilizing HTML to integrate the new navigation element seamlessly. The work focused exclusively on documentation optimization, reflecting a targeted approach to improving user experience without introducing changes to the codebase or fixing existing bugs.