Developed a multi-agent orchestration plugin for the github/awesome-copilot repository, enabling structured collaboration among Producer, Dev Team, and QA agents to streamline sprint planning and execution. Focused on AI orchestration and project management, the work involved updating agent tools and documentation to align with current standards, including adopting kebab-case naming and ensuring compatibility with VS Code tool sets. Markdown was used extensively for documentation, with targeted improvements to onboarding and cross-team collaboration. The approach emphasized maintainability and usability, reducing setup friction and establishing a foundation for faster sprint cycles and higher quality releases within AI development team workflows.