Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented...
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Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management,...
Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to...
Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific...
Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use...
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices. Use for...
Python development principles and decision-making. Framework selection, async patterns, type hints, project...
Use when building Python 3.11+ applications requiring type safety, async programming, or production-grade patterns....
Automate QA regression testing with reusable test skills. Create login flows, dashboard checks, user creation, and...
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair,...
Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search,...
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking...
Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization...
Use when building Rails 7+ web applications with Hotwire, real-time features, or background job processing. Invoke...
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when...
Use when building React 18+ applications requiring component architecture, hooks patterns, or state management....
Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom...
Use when building cross-platform mobile applications with React Native or Expo. Invoke for navigation patterns,...
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components,...
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or...
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting",...
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth...