During April 2025, Kevin Nicholson focused on enhancing onboarding and operator guidance for the taoshidev/proprietary-trading-network repository. He delivered targeted documentation updates in Markdown, clarifying the rules, scoring metrics, fees, and setup procedures for Miner and Validator roles. By anchoring these changes to a specific commit, Kevin improved rule clarity and reduced ambiguity, directly supporting smoother participation and fewer misconfigurations. His technical writing and documentation skills ensured that governance and maintainability were strengthened across the network. No bugs were addressed during this period, as the primary engineering effort centered on comprehensive, role-specific documentation rather than codebase modifications.