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This skill streamlines the creation of domain-specific expert profiles by converting raw engineering data into actionable guidance for AI agents. By organizing expertise by task, language, and design pattern, it enables agents to retrieve only the most relevant information for a specific coding problem, preventing context overflow. It is particularly useful for teams looking to standardize coding styles, onboard new developers with existing best practices, or provide AI assistants with the specific architectural nuances of senior engineers.