Ralph Orchestrator is a hat-based orchestration framework designed for autonomous AI agent task completion. Implementing the Ralph Wiggum technique, it keeps agents in an iterative loop until a task is finalized. It supports multiple backends (Claude Code, Gemini, etc.) and features specialized persona roles ('Hats'), backpressure gates for quality control (tests/linting), and a human-in-the-loop mechanism via Telegram. It includes a web dashboard and works as an MCP server.
A production-ready orchestration system for Claude Code, featuring 185 specialized agents, 80 focused plugins, and 153 agent skills. It utilizes a granular architecture and progressive disclosure for optimal token efficiency. The ecosystem supports complex multi-agent workflows via orchestrators like Conductor and includes a rigorous quality framework, PluginEval. It enables intelligent automation across architecture, development, and infrastructure, also extending its 153 skills to Gemini CLI users.