Kiroku is a multi-agent system designed to assist users in organizing and writing documents. It simulates the interaction between students and advisors during the PhD dissertation writing process, allowing writers to assume the advisor's role while the multi-agent system takes on the student’s role. This approach enables the rapid generation of sequences of paragraphs and improves communication methods through iterative evaluation of information, leveraging large language models (LLMs) to discuss complex topics. Kiroku requires an OPENAI_API_KEY and TAVILY_API_KEY to operate and supports Python versions 3.7 to 3.11.