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The Codebase Analysis skill empowers Claude to perform systematic deep-dives into existing 'brownfield' projects to reverse-engineer technical specifications and business intent. By leveraging tools like Grep and LSP, it identifies domain models, extracts complex business rules, maps external integrations, and documents user capabilities. This skill is essential for developers and analysts who need to quickly understand a legacy system's inner workings, onboard to new projects, or create documentation where none exists.