Create GitHub issues with duplicate detection and codebase analysis. Use when you discover a bug, improvement, or issue that wasn't in the original scope/spec during development. Triggers on phrases like "create an issue", "file a bug", "this should be tracked", "we should fix this later", "out of scope issue", "noticed a problem", "found a bug".