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Skill Optimizer provides a systematic framework for reducing the token footprint of Claude Code skills while maintaining comprehensive documentation. By leveraging a three-level loading system and the 500-line rule, it helps developers restructure monolithic skill files into efficient multi-file architectures that load content only when necessary. This skill is essential for maintaining performance as custom toolsets grow, offering specific patterns for extracting API documentation, pattern libraries, and troubleshooting guides into on-demand reference files and executable scripts.