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The GitLab Merge Request Review skill automates the pre-review process by aggregating all critical data from a GitLab MR into a structured, actionable report. By analyzing file changes, security implications, and pipeline results, it provides developers with intelligent suggestions for improvement and a clear recommendation for approval. This skill is particularly useful for maintaining high code quality standards and reducing the manual effort required to understand complex changes in a fast-paced development environment.