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This skill provides a comprehensive framework for writing and maintaining tests within the AntV G2 visualization library ecosystem. It guides developers through the specific directory structures required for unit and integration testing, offers boilerplate templates for G2Spec configurations, and establishes best practices for verifying complex data transformations, scales, and interactive plots. Whether you are fixing bugs or adding new features, this skill ensures your visualization code is reliable and adheres to G2's rigorous testing standards.