matplotlib

Quick Review

Excellent matplotlib skill with comprehensive coverage of plotting concepts, clear structure, and practical workflows. The description accurately reflects capabilities. SKILL.md provides thorough task knowledge including code examples for common plot types, the OO vs pyplot interfaces, styling, subplots, and export options. Structure is well-organized with a logical flow from concepts to workflows to best practices, plus references to additional files for deep dives. Novelty score is moderate: while matplotlib requires domain knowledge (APIs, plot types, styling), much of this information is readily available in official docs, and basic plots are straightforward for CLI agents. The skill adds value through curated best practices, workflow templates, and organized reference materials, but doesn't represent highly novel or complex automation that would be cost-prohibitive for an agent to reproduce.