histolab

Quick Review

Exceptional skill documentation for digital pathology image processing. The description clearly articulates when to use the skill (WSI processing, H&E/IHC staining, tile extraction, tissue segmentation). SKILL.md provides comprehensive task knowledge with working code examples for all core capabilities, three distinct tile extraction strategies with clear use-case guidance, and complete end-to-end workflows. The structure is exemplary: a concise but thorough main document with well-organized sections, supported by five detailed reference files for deep-dive topics. This prevents clutter while maintaining completeness. The skill addresses a genuinely complex domain (gigapixel medical images, multiple extraction strategies, sophisticated tissue detection) that would require significant token investment for a CLI agent to handle independently. Minor room for improvement in the description's specificity about computational cost savings, but overall this is a highly polished, production-ready skill that meaningfully enhances agent capabilities in computational pathology.