Skill UI

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states to ensure optimal user experience and application stability.

This skill provides expertise in TanStack Query (React Query), a powerful tool for asynchronous state management in modern React and Next.js applications. It covers advanced patterns like data fetching, cache invalidation, optimistic updates, and handling SSR hydration, ensuring highly performant and reliable data layers.

Retrieve numerical weather prediction data from public AWS S3 and HTTP archives using GRIB2 inventories and byte ranges. Supports Herbie, provider fallbacks, and verified caching. Ideal for fetching GFS, HRRR, or RAP model outputs where specific variables or levels are needed. Does not interpret forecasts.

Retrieve surface and upper-air weather observations from NOAA APIs and archives, preserving station identity, time, units, and quality flags. Covers METARs, ISD, IGRA radiosondes, and station metadata for analysis-ready data.

Ax is a command-line interface designed to replace curl and parsing scripts for fetching URLs, exploring web pages, and extracting structured data from HTML. It simplifies web scraping with features like outline discovery, selector location, and structured output formats. The tool caches repeated requests and includes safety warnings for untrusted data and credentials. Ideal for developers needing efficient web data interaction without writing complex scripts.