# Ralph Orchestrator [](LICENSE) [](https://www.rust-lang.org/) [](https://github.com/mikeyobrien/ralph-orchestrator/actions) [](CONTRIBUTING.md#coverage) [](https://github.com/hesreallyhim/awesome-claude-code) [](https://mikeyobrien.github.io/ralph-orchestrator/) [](https://discord.gg/XWUyeUNffh) A hat-based orchestration framework that keeps AI agents in a loop until the task is done. > "Me fail English? That's unpossible!" - Ralph Wiggum **[Documentation](https://mikeyobrien.github.io/ralph-orchestrator/)** | **[Getting Started](https://mikeyobrien.github.io/ralph-orchestrator/getting-started/quick-start/)** | **[Presets](https://mikeyobrien.github.io/ralph-orchestrator/guide/presets/)** ## Installation ### Via npm (Recommended) ```bash npm install -g @ralph-orchestrator/ralph-cli ``` ### Via GitHub Releases installer ```bash curl --proto '=https' --tlsv1.2 -LsSf \ https://github.com/mikeyobrien/ralph-orchestrator/releases/latest/download/ralph-cli-installer.sh | sh ``` ### Via Cargo ```bash cargo install ralph-cli ``` > Homebrew is not currently published from this repository's automated release flow. Prefer npm, Cargo, or the GitHub Releases installer. ## Quick Start ```bash # 1. Initialize Ralph with your preferred backend ralph init --backend claude # 2. Plan your feature (interactive PDD session) ralph plan "Add user authentication with JWT" # Creates: .ralph/specs/user-authentication/requirements.md, design.md, implementation-plan.md # 3. Implement the feature ralph run -p "Implement the feature in .ralph/specs/user-authentication/" ``` Ralph iterates until it outputs `LOOP_COMPLETE` or hits the iteration limit. For simpler tasks, skip planning and run directly: ```bash ralph run -p "Add input validation to the /users endpoint" ``` ## Web Dashboard (Alpha) > **Alpha:** The web dashboard is under active development. Expect rough edges and breaking changes. Ralph includes a web dashboard for monitoring and managing orchestration loops. ```bash ralph web # starts Rust RPC API + frontend + opens browser ralph web --no-open # skip browser auto-open ralph web --backend-port 4000 # custom RPC API port ralph web --frontend-port 8080 # custom frontend port ralph web --legacy-node-api # opt into deprecated Node tRPC backend ``` ### MCP Server Workspace Scope `ralph mcp serve` is scoped to a single workspace root per server instance. ```bash ralph mcp serve --workspace-root /path/to/repo ``` Precedence is: 1. `--workspace-root` 2. `RALPH_API_WORKSPACE_ROOT` 3. current working directory For multi-repo use, run one MCP server instance per repo/workspace. Ralph's current control-plane APIs persist config, tasks, loops, planning sessions, and collections under a single workspace root, so server-per-workspace is the deterministic model. **Requirements:** - Rust toolchain (for `ralph-api`) - Node.js >= 18 + npm (for the frontend) On first run, `ralph web` auto-detects missing `node_modules` and runs `npm install`. To set up Node.js: ```bash # Option 1: nvm (recommended) nvm install # reads .nvmrc # Option 2: direct install # https://nodejs.org/ ``` For development: ```bash npm install # install frontend + legacy backend deps npm run dev:api # Rust RPC API (port 3000) npm run dev:web # frontend (port 5173) npm run dev # frontend only (default) npm run dev:legacy-server # deprecated Node backend (optional) npm run test # all frontend/backend workspace tests ``` ## MCP Server Mode Ralph can run as an MCP server over stdio for MCP-compatible clients: ```bash ralph mcp serve ``` Use this mode from an MCP client configuration rather than an interactive terminal workflow. ## What is Ralph? Ralph implements the [Ralph Wiggum technique](https://ghuntley.com/ralph/) — autonomous task completion through continuous iteration. It supports: - **Multi-Backend Support** — Claude Code, Kiro, Gemini CLI, Codex, Forge, Amp, Copilot CLI, OpenCode - **Hat System** — Specialized personas coordinating through events - **Backpressure** — Gates that reject incomplete work (tests, lint, typecheck) - **Memories & Tasks** — Persistent learning and runtime work tracking - **5 Supported Builtins** — `code-assist`, `debug`, `research`, `review`, and `pdd-to-code-assist`, with more patterns documented as examples ## RObot (Human-in-the-Loop) Ralph supports human interaction during orchestration via Telegram. Agents can ask questions and block until answered; humans can send proactive guidance at any time. Quick onboarding (Telegram): ```bash ralph bot onboard --telegram # guided setup (token + chat id) ralph bot status # verify config ralph bot test # send a test message ralph run -c ralph.bot.yml -p "Help the human" ``` ```yaml # ralph.yml RObot: enabled: true telegram: bot_token: "your-token" # Or RALPH_TELEGRAM_BOT_TOKEN env var ``` - **Agent questions** — Agents emit `human.interact` events; the loop blocks until a response arrives or times out - **Proactive guidance** — Send messages anytime to steer the agent mid-loop - **Parallel loop routing** — Messages route via reply-to, `@loop-id` prefix, or default to primary - **Telegram commands** — `/status`, `/tasks`, `/restart` for real-time loop visibility See the [Telegram guide](https://mikeyobrien.github.io/ralph-orchestrator/guide/telegram/) for setup instructions. ## Documentation Full documentation is available at **[mikeyobrien.github.io/ralph-orchestrator](https://mikeyobrien.github.io/ralph-orchestrator/)**: - [Installation](https://mikeyobrien.github.io/ralph-orchestrator/getting-started/installation/) - [Quick Start](https://mikeyobrien.github.io/ralph-orchestrator/getting-started/quick-start/) - [Configuration](https://mikeyobrien.github.io/ralph-orchestrator/guide/configuration/) - [CLI Reference](https://mikeyobrien.github.io/ralph-orchestrator/guide/cli-reference/) - [Presets](https://mikeyobrien.github.io/ralph-orchestrator/guide/presets/) - [Concepts: Hats & Events](https://mikeyobrien.github.io/ralph-orchestrator/concepts/hats-and-events/) - [Architecture](https://mikeyobrien.github.io/ralph-orchestrator/advanced/architecture/) ## FAQ ### General **What is Ralph Orchestrator?** Ralph is a hat-based orchestration framework that implements the Ralph Wiggum technique — autonomous task completion through continuous iteration. It keeps AI agents in a loop until the task is done, supporting multiple backends like Claude Code, Gemini CLI, Codex, and more. **How is Ralph different from other AI coding tools?** Unlike single-shot AI assistants, Ralph iterates until completion using a "hat system" with specialized personas. It includes backpressure gates (tests, lint, typecheck) that reject incomplete work, plus persistent memories and tasks for continuous learning. ### Installation & Setup **What are the system requirements?** - Rust 1.75+ (for the `ralph-api` component) - Node.js >= 18 + npm (for the web dashboard frontend) - An AI coding assistant CLI (Claude Code, Codex, Gemini CLI, etc.) **Which installation method should I use?** - **npm** (recommended for most users): `npm install -g @ralph-orchestrator/ralph-cli` - **Cargo**: `cargo install ralph-cli` (best for Rust developers) - **GitHub Releases installer**: One-link install with `curl ... | sh` **Is Homebrew supported?** Homebrew is not currently published from this repository's automated release flow. Prefer npm, Cargo, or the GitHub Releases installer. ### Usage **How do I start a new project with Ralph?** ```bash ralph init --backend claude ralph plan "Add user authentication with JWT" ralph run -p "Implement the feature in .ralph/specs/user-authentication/" ``` **What backends does Ralph support?** Claude Code, Kiro, Gemini CLI, Codex, Forge, Amp, Copilot CLI, and OpenCode. **What is the "hat system"?** Ralph uses specialized personas (hats) that coordinate through events. Each hat has a specific role — code-assist, debug, research, review, and pdd-to-code-assist — enabling structured multi-step task execution. ### RObot (Human-in-the-Loop) **What is RObot?** RObot enables human interaction during orchestration via Telegram. Agents can ask questions and block until answered; humans can send proactive guidance mid-loop. **How do I set up Telegram integration?** ```bash ralph bot onboard --telegram # guided setup ralph bot status # verify config ralph bot test # send a test message ``` ### Web Dashboard **How do I access the web dashboard?** Run `ralph web` to start the Rust RPC API + frontend and open your browser. The dashboard is currently in Alpha — expect rough edges and breaking changes. **Can I customize the dashboard ports?** Yes: `ralph web --backend-port 4000 --frontend-port 8080` ### MCP Server **How do I run Ralph as an MCP server?** ```bash ralph mcp serve --workspace-root /path/to/repo ``` Each MCP server instance is scoped to a single workspace root. For multi-repo use, run one instance per workspace. ### Troubleshooting **Ralph fails to start with "node_modules not found"** Run `npm install` in the project directory, or let `ralph web` auto-detect and install on first run. **How do I set up Node.js if not installed?** Use nvm (recommended): `nvm install` (reads `.nvmrc`), or install directly from https://nodejs.org/ **Where can I get help?** - Join our [Discord server](https://discord.gg/XWUyeUNffh) - Report bugs on the [Issue Tracker](https://github.com/mikeyobrien/ralph-orchestrator/issues) - Read full documentation at [mikeyobrien.github.io/ralph-orchestrator](https://mikeyobrien.github.io/ralph-orchestrator/) ## Contributing Contributions are welcome! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines and [CODE_OF_CONDUCT.md](CODE_OF_CONDUCT.md) for community standards. ## License MIT License — See [LICENSE](LICENSE) for details. ## 💬 Community & Support Join the **ralph-orchestrator** community to discuss AI agent patterns, get help with your implementation, or contribute to the roadmap. * **Discord**: [Join our server](https://discord.gg/XWUyeUNffh) to chat with the maintainers and other users in real-time. * **GitHub Issues**: For bug reports and formal feature requests, please use the [Issue Tracker](https://github.com/mikeyobrien/ralph-orchestrator/issues). ## Acknowledgments - **[Geoffrey Huntley](https://ghuntley.com/ralph/)** — Creator of the Ralph Wiggum technique - **[Strands Agents SOP](https://github.com/strands-agents/agent-sop)** — Agent SOP framework - **[ratatui](https://ratatui.rs/)** — Terminal UI framework --- *"I'm learnding!" - Ralph Wiggum*