irafayabdul/multi-agent-system_munder-difflin_paper_company — reverse-engineered prompt

Build me a Python multi agent demo for the fictional Munder Difflin Paper Company using the starter files in this repo.

I want it to act like a small business automation system that reads customer quote requests from CSV, checks inventory, decides if restocking is needed, creates realistic quotes using past quote data, and then handles order fulfillment with supplier or transaction steps. Keep it to no more than 5 agents, and make sure they communicate through text in a clear way so the flow is easy to follow when it runs.

Use the existing project_starter.py, CSV files, requirements, and environment setup. The system should run the provided test scenarios, print the agent conversations and business updates, and save the results to test_results.csv. Quotes should include dates, exact item names, and bulk discounts where appropriate.

Please also make the workflow diagram and short design notes match the final implementation. Look up current docs online if needed.