About
Pattern Learning is an intelligent framework for Claude Code that builds a persistent project knowledge base by recording and analyzing successful task executions. It automatically categorizes development activities—such as refactoring, bug fixes, or feature implementation—and tracks the specific context, tools used, and resulting quality metrics. By maintaining a 100% local database of what works best for your specific codebase, it enables Claude to intelligently recommend the most effective skills and strategies for future tasks, ensuring continuous improvement and consistent adherence to your project's unique architectural patterns.