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Enables real-time bidirectional voice communication with Azure AI for voice assistants, chatbots, and speech translation via Python SDK.

Generates FastAPI routers with CRUD functionality, authentication dependencies, and standardized response models for REST API endpoints.

Builds production-grade Azure Cosmos DB NoSQL services with Python/FastAPI, including CRUD operations, partition strategies, and dual authentication patterns.

Converts raw bug reports, error logs, and screenshots into structured GitHub issues using markdown.

Applies visual feedback to enemies on damage, causing white flashes and oscillating recoil animations.

Generates new MDX articles with frontmatter, example embeds, and custom components for writing technical UX guides and tutorials.

Generates complete UX pattern examples with required files for good/bad comparison, including component files and documentation.

Generates a dynamic ribbon trail effect that visually tracks a weapon's path in real-time, enhancing visual feedback in games or animations.

Displays animated floating damage numbers that move upward and fade, with critical hit visual effects.

Provides a data-oriented Entity Component System (ECS) architecture with React bindings for efficient state management and component composition.

Provides Zustand-based state management for entity data in React applications, prioritizing simplicity over full ECS architecture.

Guides consistent coding style and patterns for game development using R3F and Miniplex ECS frameworks.

Configures a Next.js project with Pages Router, Tailwind CSS, Prettier, and TypeScript for efficient development.

Generates CSS-based health bars for character displays in web applications.

Provides a minimalistic Entity Component System (ECS) framework for TypeScript, enabling efficient state management in game or application development.

Automates setup of React Three Fiber projects with WebGPU support for 3D web applications.

Smoothly animates numerical values using exponential decay for natural transitions in user interfaces.

Provides visual feedback by shaking the camera on player damage or impacts in video games.

Syncs external UI elements with R3F v10's render loop using the external useFrame hook for seamless 3D scene integration.

Removes unnecessary AI-generated code from branches to ensure minimal, idiomatic changes, enhancing code quality and maintainability.

Enables management of multiple interactive command-line programs within tmux panes for efficient terminal session control.

Provides expert guidance on Polars DataFrame library for efficient data processing, including time series operations and performance optimization.

Searches arXiv preprint repository for academic papers in physics, mathematics, computer science, and related scientific fields.

Applies timeless programming wisdom from '97 Things Every Programmer Should Know' to guide code quality, refactoring, and design decisions.