seaborn

Quick Review

Exceptional skill documentation for seaborn statistical visualization. The SKILL.md provides comprehensive coverage of all major plotting functions, clear explanations of design philosophy, and practical guidance that enables a CLI agent to invoke seaborn capabilities effectively. The structure is excellent with logical organization by plot type, clear distinction between axes-level and figure-level functions, and well-organized reference materials in separate files. Task knowledge is thorough with extensive code examples, parameter explanations, and best practices. The skill demonstrates high novelty as statistical visualization with proper semantic mappings, faceting, and aesthetic control would require significant token expenditure for a CLI agent to implement correctly from scratch. Minor room for improvement exists in covering edge cases or advanced customization scenarios, but overall this is production-ready documentation that would significantly reduce costs for data visualization tasks.