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The Half-Clone skill optimizes your Claude Code sessions by discarding older, irrelevant context while preserving your most recent work and decisions. This utility is essential for developers working on long-running tasks who want to minimize token costs, avoid hitting context window limits, and maintain high model performance. By intelligently pruning the conversation history, it provides a safe way to continue development with a leaner context, ensuring the AI stays focused on current objectives without being bogged down by early-session noise.