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A tutorial builds financial analysis agents using Anthropic's repository architecture. The workflow maps agents, plugins, and skills from SKILL.md files into a reusable SkillAgent. The agent injects financial playbooks into the Anthropic Messages API with an iterative tool-use loop for Python execution.
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