Public benchLIVE

What's on the bench.

5,040
Artifacts
26
Industries
1
Reads / week

All artifacts

4718
Industry
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React Native Skills

Use when working with react-native-skills tasks or workflows

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React Native Architecture

Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.

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React Modernization

Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.

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React Flow Node Ts

Create React Flow node components following established patterns with proper TypeScript types and store integration.

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React Flow Architect

Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management.

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React Component Performance

Diagnose slow React components and suggest targeted performance fixes.

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Rayden Use

Build and maintain Rayden UI components and screens in Figma via Figma MCP with full design token enforcement

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Rayden Code

Generate React code with Rayden UI components using correct props, tokens, and premium layout patterns

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Rag Implementation

RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.

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Rag Engineer

Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications.

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Radix UI Design System

Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.

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Quant Analyst

Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.

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Qiskit

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), IonQ, Amazon Braket, and other providers.

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Python Testing Patterns

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.

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Python Pro

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.

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Python Pptx Generator

Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content.

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Python Performance Optimization

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.

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Python Patterns

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

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Python Packaging

Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.

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Python Fastapi Development

Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns.

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Python Development

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 (Alias for python-development-python-scaffold)

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Python Development Python Scaffold

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

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Pydantic Models Py

Create Pydantic models following the multi-model pattern for clean API contracts.

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Pydantic AI

Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.

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