Worked on the moltbot/moltbot repository to deliver a feature for Live Chat Context Usage Tracking and Metadata Management. Developed per-session context usage tracking and updated the Android UI to reflect real-time context, enhancing user experience and supporting context-aware analytics. Addressed metadata management by implementing logic to clear stale data and improve merging of missing usage information, which strengthened data integrity. Applied Android development skills with Kotlin and focused on robust UI development and unit testing. Also resolved Android-specific issues to ensure context usage was accurately surfaced and obsolete snapshots were purged, laying a foundation for improved analytics and decision-making.