During March 2025, this developer contributed to the FoundationAgents/OpenManus repository by implementing Auto Tool Selection for planning components. They enhanced the PlanningAgent and PlanningFlow modules by switching the tool_choice parameter from REQUIRED to AUTO, enabling AI-driven tool usage and reducing the need for manual configuration in planning workflows. Using Python and leveraging skills in AI development and tool integration, the developer aligned tool invocation with automated planning strategies. This change accelerated decision cycles and increased flexibility in planning tasks. The work demonstrated a focused approach to improving automation, though it was limited in scope to a single feature during the period.