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The Agilab Streamlit Pages skill is designed to assist engineers in building stable and efficient AI-driven applications. It provides specialized logic to handle common Streamlit development challenges, such as preventing session state crashes, implementing unique namespaced keys, and utilizing modern rerun APIs. By following these predefined architectural patterns, developers can ensure that their AGILAB engineering tools maintain consistent user states and provide a seamless UX, making it an essential companion for complex data science and engineering dashboard development.