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The GitLab CI Debugger skill empowers developers to efficiently monitor and troubleshoot GitLab CI/CD pipelines without leaving the terminal environment. By integrating with the current branch's merge request, it provides real-time visibility into pipeline health, groups jobs by stage for better clarity, and retrieves detailed logs for failed processes. This skill is particularly useful for identifying the root causes of build failures, verifying CI status before merging, and automating the analysis of complex error messages to suggest actionable fixes.