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The Project Detection skill streamlines development workflows by automatically identifying a project's technical architecture, including its programming language, package manager, and monorepo structure. By scanning for specific configuration files like package.json, turbo.json, or pyproject.toml, it generates a normalized set of commands for installation, testing, and building tailored to the specific environment. This eliminates manual configuration errors and ensures that Claude Code interacts with the codebase using the correct tools every time, leveraging a persistent state cache for high-performance execution.