Raises well-structured GitLab issues with root cause analysis, proposed solutions, and correct assignees based on git history. Adapts to any GitLab instance and project conventions automatically. Triggers: raising issues, reporting bugs, creating tickets, filing defects, feature requests, refactoring proposals.