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The Best Practices Extractor bridges the gap between ephemeral code review feedback and permanent project documentation. By programmatically harvesting insights from GitHub PR history using the GitHub CLI, it identifies recurring patterns and team preferences that usually get lost in closed threads. The skill organizes these insights by file structure and category, generating a standardized library of best practices in the .claude/best-practices/ directory. This creates a living source of truth that can be used by AI agents to automatically validate future code against established team standards.