A survey of 700 users revealed a strong demand for personal agents, with half specifically requesting Claude implementation details. The setup relies on a basic combination of files, folders, tools, and instructions. This lightweight memory approach aims to reduce irrelevant outputs. Practitioners can use this structure to organize agentic workflows without complex infrastructure.