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The Pattern Extraction skill provides a structured framework for identifying and documenting recurring architectural and code patterns within a repository. By organizing knowledge into conceptual architecture, concrete reference implementations, and copy-pastable snippets, it enables AI agents and developers to understand a codebase's requirements without expensive, repetitive exploration. This system significantly reduces token consumption during feature implementation while ensuring all new code adheres to established standards and project-specific best practices.