GGPrompts/vibe4vets

geopandas

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations,…

原文语言：英语

db-migrations

Alembic database migration workflows for FastAPI/SQLModel applications. Use when creating migrations, running schema changes, handling failed migrations, switching database engines, or resetting local state. Triggers on alembic, migration, schema change,…

原文语言：英语

fastapi-pro

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization, or API architecture.

原文语言：英语

nextjs-patterns

Next.js 15 App Router patterns and best practices for React applications. Use when creating pages, components, layouts, data fetching, server actions, or routing. Triggers on Next.js, App Router, page, layout, component, server component, client component,…

原文语言：英语

sqlmodel-expert

Advanced SQLModel patterns and comprehensive database migrations with Alembic. Use when creating SQLModel models, defining relationships (one-to-many, many-to-many, self-referential), setting up database migrations, optimizing queries, solving N+1 problems,…

原文语言：英语

tanstack-query

TanStack Query v5 patterns and common pitfalls. Use when implementing data fetching, cache invalidation, or debugging stale data issues. Triggers on useQuery, useMutation, queryKey, invalidate, TanStack, React Query, data fetching, server state.

原文语言：英语

web-scraping

Efficient web scraping patterns for data extraction from websites and APIs. Use when scraping content, fetching structured data, building ETL connectors, or processing web responses. Key principle - use programmatic extraction with uv scripts instead of…

原文语言：英语