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Notebook-centric workspace for generating and managing metadata using LLMs (OpenAI, Google Gemini) and MongoDB. Implements data loading, sampling, LLM prompt construction, and database upload workflows.

Expert assistant for the ACK-Lab SDK - a TypeScript SDK for secure agent-to-agent authentication and communication. Helps with development, testing, and understanding the architecture.

GitHub Copilot instructions for a React + Vite supermarket page project. Configures Copilot with project context and technology stack.

Pre-configured Aider settings with GPT-4o models, Catppuccin Mocha theme, streaming enabled, and sensible defaults for AI pair programming workflows.

One-click launcher for SAM 3 (Segment Anything Model 3) - a unified foundation model for promptable video segmentation. Requires HuggingFace model access and 16GB+ VRAM.

One-click launcher for SAM 3 (Segment Anything Model 3) - a unified foundation model for promptable video segmentation. Requires HuggingFace approval and 16GB+ VRAM.

Expert assistant for the ACK-Lab SDK - handles builds, tests, agent-to-agent communication patterns, and cryptographic handshake protocols. Understands TypeScript SDK architecture, API clients, and demo implementations.

Professional Aider AI coding assistant configuration with GPT-4o models, streaming enabled, and Catppuccin Mocha color scheme for optimal pair programming experience.

Integrate git-ai-commit CLI tool for AI-generated commit messages following conventional commit standards with multi-provider support (OpenAI, Anthropic, Ollama)

Manages macOS development environments through declarative Brewfile configuration. Handles package installation, updates, cleanup, and environment synchronization using Homebrew bundle commands.

Intelligent commit message generation using AI. Analyzes code changes to create consistent, descriptive commits following conventional standards. Supports OpenAI, Anthropic, and Ollama.

Manages macOS development environment using Homebrew Brewfile for declarative package, application, and VSCode extension management.

Expert guide for JakeTRogers/dotfiles - a Linux profile dotfiles manager with minimal (devcontainer) and full (workstation) installation modes. Manages bash, zsh, tmux, vim, neovim, git, and CLI tools.

Expert guide for building AI agents with Scrapybara TypeScript SDK. Handles remote desktop instances, browser automation, computer use tools, and structured AI agent workflows.

Reviews pull requests for Julia-based Quarto websites with documentation links for GitHub Actions and Quarto features

Reviews code changes in Quarto websites with documentation links for GitHub Actions and Quarto features, excluding Julia language functions.

Personal dotfiles manager with minimal/full installation modes supporting devcontainers and workstations. Follows directory-per-tool architecture with modular install/configure scripts.

Expert guidance for building AI agents with Scrapybara TypeScript SDK - remote desktop automation, browser control, and computer use patterns with Claude integration.

Development guidelines for the Trvly project covering coding style, documentation, testing, and security best practices.

GitHub Copilot instructions for stepper-motion-rs, a Rust embedded systems project for stepper motor control with trajectory planning and embedded-hal 1.0 compatibility.