Developed a diagnostics telemetry enhancement for the moltbot/moltbot repository, focusing on classifying skill and tool usage metrics to improve observability while maintaining data privacy. The feature exports bounded skill usage metrics and tool source labels, enabling more granular monitoring without exposing sensitive information. Leveraging TypeScript and full stack development skills, the implementation established a foundation for data-driven feature prioritization and privacy-safe telemetry practices. No major bugs were addressed during this period, as the primary focus remained on expanding diagnostics capabilities. The work demonstrated a methodical approach to integrating observability and telemetry within an existing codebase, emphasizing secure data handling.