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The learn skill transforms Claude into a proactive project historian that identifies 'hard-won' knowledge during development sessions. It provides a structured framework to evaluate the significance of new insights, ensuring that architectural decisions, non-obvious bug fixes, and domain-specific patterns are preserved for future developers. By using standardized documentation templates and intelligent section classification, this skill helps maintain a high-quality CLAUDE.md file that serves as a living repository of project wisdom, preventing knowledge drift and reducing onboarding time.