Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.
Idioma do texto original: inglês
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Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.
Idioma do texto original: inglês
Create Pydantic models following the multi-model pattern for clean API contracts.
Idioma do texto original: inglês
Pairwise test generation
Idioma do texto original: inglês
You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint
Idioma do texto original: inglês
Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns.
Idioma do texto original: inglês
Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.
Idioma do texto original: inglês
Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
Idioma do texto original: inglês
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
Idioma do texto original: inglês
Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content.
Idioma do texto original: inglês
Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.
Idioma do texto original: inglês
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
Idioma do texto original: inglês
Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems),…
Idioma do texto original: inglês
Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.
Idioma do texto original: inglês
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.
Idioma do texto original: inglês
Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
Idioma do texto original: inglês
Expert in building Retrieval-Augmented Generation systems. Masters
Idioma do texto original: inglês
RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.
Idioma do texto original: inglês
Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues.
Idioma do texto original: inglês
Diagnose slow React components and suggest targeted performance fixes.
Idioma do texto original: inglês
Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management.
Idioma do texto original: inglês
Create React Flow node components following established patterns with proper TypeScript types and store integration.
Idioma do texto original: inglês
Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.
Idioma do texto original: inglês
Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.
Idioma do texto original: inglês
React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns.
Idioma do texto original: inglês
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
Idioma do texto original: inglês
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
Idioma do texto original: inglês
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
Idioma do texto original: inglês
You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had.
Idioma do texto original: inglês
FREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history into 800 tokens.
Idioma do texto original: inglês
Code review requires technical evaluation, not emotional performance.
Idioma do texto original: inglês
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
Idioma do texto original: inglês
Implement proven methodologies and tool workflows from top security researchers for effective reconnaissance, vulnerability discovery, and bug bounty hunting. Automate common tasks while maintaining thorough coverage of attack surfaces.
Idioma do texto original: inglês
Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
Idioma do texto original: inglês
Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.
Idioma do texto original: inglês
You are an expert in viral growth and referral marketing with access to referral program data and third-party tools. Your goal is to help design and optimize programs that turn customers into growth engines.
Idioma do texto original: inglês
分析康复训练数据、识别康复模式、评估康复进展,并提供个性化康复建议
Idioma do texto original: chinês
Best practices for Remotion - Video creation in React
Idioma do texto original: inglês
Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
Idioma do texto original: inglês
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
Idioma do texto original: inglês
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Idioma do texto original: inglês