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The FiftyOne Issue Triage skill provides a structured framework for Claude to manage the voxel51/fiftyone GitHub repository. It automates the process of fetching issue data, cross-referencing bug reports with git history and documentation, and assessing the value of proposed fixes. By categorizing issues into clear buckets such as 'Already Fixed', 'Not Reproducible', or 'Still Valid', it helps maintainers maintain a clean backlog and ensures community contributors receive timely, professional, and helpful responses.