Worked on the langgenius/dify-plugins repository to deliver a session metadata extractor aimed at improving the reliability of session management. The approach involved developing a new Python-based plugin that captures and organizes session metadata, laying the foundation for enhanced analytics and more robust runtime behavior. Additionally, upgraded the Python plugin version to ensure compatibility with evolving dependencies and to facilitate access to future fixes or features. This work focused on plugin development and session management, supporting a scalable plugin ecosystem. No bugs were addressed during this period, with efforts concentrated on feature delivery and technical improvements using Python and related technologies.