A tutorial has been developed to create advanced financial analysis agents using Python and Anthropic's financial-services repository. The process involves installing necessary libraries, cloning the repository, and mapping its components, including agents and financial analysis skills. The tutorial also covers programmatically parsing the repository's SKILL.md files into a searchable format. This workflow is designed to reproduce the skill-driven architecture of Anthropic's repository in pure Python. The development of such agents could enable more efficient and automated financial analysis processes. This matters because it could lead to improved financial decision-making and reduced manual labor in the field of financial analysis.