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The GitLab Pipeline Debugger skill enables Claude to interact with your GitLab CI/CD environment to identify and resolve integration issues quickly. It can monitor real-time pipeline status for branches or merge requests, fetch specific job logs, and analyze error messages to provide actionable fixes. By bridging the gap between your local development environment and GitLab's CI infrastructure, it streamlines the debugging process for failed builds, tests, and deployments.