Worked on the nikbearbrown/Humanitarians_AI repository to enhance developer onboarding and project maintainability by delivering a comprehensive Distributed Reasoning Agent README and onboarding materials. Focused on translating complex system design and AI concepts into accessible documentation, the work included detailed setup instructions, project overview, file structure, and contribution guidelines, all supported by visual aids such as screenshots of the agent’s output. Utilized Markdown for documentation and binary formats for illustrative content, emphasizing clarity and ease of use. No bugs were addressed during this period, as the primary goal was to streamline onboarding and establish a clear technical foundation for contributors.