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Fetch and analyze content from one or more URLs using AI (Gemini 2.5 Flash). Use when you have specific URLs and need to extract or summarize their content.…

Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.

Comprehensive guide for Effect-TS, the functional TypeScript library. Use when building Effect applications, especially MCP servers. Covers correct APIs,…

120+ Vue/Nuxt animated components with TailwindCSS v4, motion-v, GSAP, Three.js. Use for hero sections, 3D effects, interactive backgrounds, or encountering…

遇到任何 bug、测试失败或异常行为时使用，在提出修复方案之前执行

Create professional CSS animations, transitions, micro-interactions, and complex motion design. Use when adding animations, hover effects, loading states, page…

Use when generating images, graphics, icons, or visual assets via OpenAI DALL-E 3 API. Requires OPENAI_API_KEY.

When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions,"…

Julia development guidelines covering multiple dispatch, type system, performance optimization, and scientific computing best practices.

Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain,…

Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing…

Expert in Swift and SwiftUI development for iOS, macOS, and Apple platforms

Create pull requests using GitHub CLI with proper templates and formatting

Expert guidance for React Flow (@xyflow/react): building interactive node-based graphs, custom nodes and edges, handles, state management, layouting,…

Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic…

Expert guidance for React Three Fiber development with React, Vite, Tailwind CSS, and three.js

Expert guidance for GraalVM native image development with Java frameworks, build optimization, and high-performance application deployment

Migrate a .NET 8 project to .NET 9 and resolve all breaking changes. USE FOR: upgrading TargetFramework from net8.0 to net9.0, fixing build errors after updating the .NET 9 SDK, resolving behavioral changes in .NET 9 / C# 13 / ASP.NET Core 9 / EF Core 9, replacing BinaryFormatter (now always throws), resolving SYSLIB0054-SYSLIB0057, adapting to params span overload resolution, fixing C# 13 compiler changes, updating HttpClientFactory for SocketsHttpHandler, and resolving EF Core 9 migration/Cosmos DB changes. DO NOT USE FOR: .NET Framework migrations, upgrading from .NET 7 or earlier, greenfield .NET 9 projects, or cosmetic modernization unrelated to the upgrade.

Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift.…

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