Skill UI

This comprehensive guide provides robust strategies for testing Python code using industry best practices. It covers essential techniques like pytest, fixtures, mocking, parameterization, and implementing Test-Driven Development (TDD). Use this skill when writing unit tests, setting up complex test suites, performing integration testing, or establishing continuous testing infrastructure in CI/CD pipelines.

This skill creates exhaustive technical references and API documentation. It generates comprehensive parameter listings, configuration guides, and searchable reference materials. It helps document every parameter, method, and configuration option with precise categorization and cross-referencing. Ideal for creating definitive source of truth documentation for developers.

Guides Sankhya dashboard developers on HTML/JSP/Java patterns, SQL sanitization, BI parameterization, and UI/UX consistency so dashboards load reliably with lazy-loading states and structured queries.

Apply StyleSeed motions to React components using five personality seeds (Spring/Silk/Snap/Float/Pulse) or distinctive keyword moves from the motion library. Translate user vibe descriptions into precise motion parameters, recommend appropriate motions for use cases, and implement them as motion.X JSX.

This comprehensive guide outlines best practices for optimizing vector indexes for production systems. It covers critical techniques such as tuning HNSW parameters, implementing quantization strategies, and optimizing memory usage. Use this when you need to balance search latency, recall, and scalability for large-scale vector databases.