Worked on the scikit-learn/scikit-learn repository to enhance the documentation for the Local Outlier Factor (LOF) novelty detection example. Focused on improving navigability, the developer added direct links to the LOF class and referenced the example script within the documentation, making it easier for users to explore LOF-based novelty detection workflows. This update, implemented using reStructuredText (RST) and documentation best practices, aimed to reduce user onboarding time and streamline access to relevant resources. No bug fixes were recorded during this period, and the work contributed to the maintainability and user-friendliness of the scikit-learn documentation suite.