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The Activity Summarizer skill enables Claude to condense large volumes of interaction data and memories into actionable summaries at both global and project-specific levels. By providing a structured overview of recent progress, key themes, and important decisions, it ensures that long-term context is preserved and easily accessible, preventing context drift in complex, multi-session development workflows. It is particularly useful for developers who need to pause and resume work on large codebases while maintaining a clear understanding of what has been accomplished.