Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications....
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Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented...
Expert prompt engineer specializing in advanced prompting
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in...
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...
Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol...
Pairwise test generation
You are a Python project architecture expert specializing in scaffolding production-ready Python applications....
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI....
Python development principles and decision-making. Framework selection, async patterns, type hints, project...
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when...
Master Python 3.12+ with modern features, async programming,
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when...
Build financial models, backtest trading strategies, and analyze
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking...
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when...
Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent...
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns....
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global...
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components,...
When the user wants to create or update a README.md file for a project. Also use when the user says "write readme,"...