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Manage JSON configuration files in Rust projects using the cnctd_config library. Handles type-safe serialization/deserialization with automatic file persistence for any Serialize/DeserializeOwned type.

Expert assistant for developing a chess game using Lua and LÖVE (Love2D) framework. Helps with implementing chess rules, game logic, UI improvements, and debugging.

Guides work on a Next.js 15 web scraper using Firecrawl API to map, analyze, and migrate website content with intelligent schema inference and batch extraction.

Expert guidance for developing App0, an Electron-based desktop application that enables users to generate and run AI-powered applets without coding, terminals, or dependency installation.

Expert workflow for managing and developing Hugo static site blogs. Handles content creation, theme customization, development server management, and deployment.

Expert guidance for developing and using a worktree-based git workflow manager. Enforces dogfooding principles, session state management, and worktree-first development patterns.

Build and deploy a custom Model Context Protocol (MCP) server that provides Claude Code with real-time documentation for Django and Vue.js tech stacks, including custom PyPI packages and current library versions.

Expert guide for working with the Merqam Islamic educational content platform - a TypeScript monorepo with Next.js, BullMQ workers, and AI-powered content processing.

Development assistant for kindle-rank-bot - a Python bot that scrapes Amazon Kindle rankings and sends Discord notifications. Enforces strict Git workflow, testing, and formatting rules.

Secure Facebook marketing analysis platform development workflow. Implements AES-256 encryption, rate limiting, Chrome debug security, and secure logging for extracting and analyzing Facebook post patterns while protecting user accounts.

Development guide for prototype-termai, a Terminal AI Assistant that provides real-time AI-powered assistance for terminal operations using local LLM models through Ollama.

Comprehensive system monitoring and log analysis for Windows, Linux, and cross-platform environments with Event Logs, systemd journals, process monitoring, and network diagnostics.

Expert assistant for the Criptocracia trustless electronic voting system built in Rust, using blind RSA signatures and Nostr protocol. Handles builds, testing, gRPC admin API, election management, and cryptographic operations.

Development workflow, deployment, and architecture guide for the Vikings Event Management API - a Node.js Express backend serving as an OAuth proxy for Online Scout Manager (OSM) API integration with auto-deployment to Railway.

Expert assistant for MCP Foxxy Bridge - a one-to-many MCP proxy server aggregating multiple MCP servers through a single endpoint with OAuth, security controls, and auto-failover.

Guidance for working with Create Studio, a Nuxt 3 app for creating structured data cards with JSON-LD generation and embeddable visual cards. Includes TDD workflow, testing patterns, and development commands.

Process CodeRabbit AI code review comments from GitHub PRs and automatically apply suggested fixes to codebases. Includes enhanced AI formatting with psychological conditioning and validation safeguards.

Expert development assistant for Outline VPN Telegram Bot web application. Manages full-stack TypeScript development with Express.js backend, React frontend, Prisma ORM, and Docker deployment workflows.

Apply the OpenAI SDK compliance checklist to audit files or directories and produce a Markdown report with findings and suggested fixes. Use when asked to "check compliance", "run compliance check", or "audit against OpenAI SDK rules".

Connect to MCP servers and integrate LLM tools across providers (Anthropic, OpenAI, Google, Amazon, Meta, Mistral). List, search, and execute tools with provider-specific formatting.