An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration

Ralph is a suite of autonomous agents that orchestrate Claude CLI for backlog-driven SDLC automation. Each agent acts as a specialized team member, picking up tasks from your backlog based on specific criteria.

This repository implements the "Ralph" autonomous coding loop pattern, designed to be agnostic of the specific AI agent being used. Whether you use Claude, Codex, Gemini, or local models via Ollama/Qwen, Ralph Loop orchestrates the process.

RALPHIO is a minimal AI-driven development orchestrator inspired by the [Ralph Wiggum Technique](https://ghuntley.com/ralph/) and [repomirror](https://github.com/repomirrorhq/repomirror/blob/main/repomirror.md?ref=ghuntley.com). It embodies the philosophy that "less is more" - focusing on the engine rather than the scaffolding.

A high-performance implementation of the Ralph autonomous loop. Orchestrates multi-agent execution across Claude Code and Cursor, utilizing Git worktree isolation to scale PRD-driven development.

Orchestrating coding agents for code review, verification and fixing via the ralph loop.

Ralph Zero - Your agents can now orchestrate Ralph using Skills! Ralph Zero is an orchestrator system wrapped in an Agent Skills package over Geoffrey Huntley's Ralph Loop that implements complex multi-step features through looped agent sessions with error handling, process scheduling, memory management, and feedback learning.

A CLI agent that orchestrates and run's ralph-loops based on tasks defined in GH Issues or Linear

sup; short for supervisor was the fist AI orchestrator for Geoff's ralph wiggum technique and he used it for the live streams in the early days. simple > complex folks.

A 16-hat, event-driven AI orchestration architecture built on Ralph. Raw ideas enter one end; tested, reviewed, deployed, and committed code exits the other.

Ralph — Autonomous SDLC pipeline runner built on BMAD-METHOD. A Rust CLI daemon that orchestrates parallel Claude Code worker sessions to execute stories 24/7 with self-healing capabilities.

Verified autonomous development orchestrator for Claude Code with quality gates, anti-gaming protection, and autopilot mode

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Ralph Wiggum: AI agent orchestration pattern for complex migrations

Skill that wraps ralph-orchestrator agentic loop with codex cli for optimal greenfield/brownfield TDD flow.

A *Golden Ralph Loop* orchestrator that runs **fresh CLI-agent sessions** (Codex, Claude Code, Copilot) in a deterministic loop until your PRD is complete.

Reusable AI agent system for autonomous feature development — Ralph orchestrator, agents, skills, and scripts

Comprehensive guide for using Gastown as a multi-agent orchestrator with Claude Code and Ralph Wiggum

Puppet Master: CLI orchestrator that scales the Ralph Wiggum Method into Phase→Task→Subtask→Iteration loops. Spawns a fresh agent per iteration, uses prd.json/progress.txt/AGENTS.md+git as memory, and coordinates Cursor/Codex/Claude Code with per-tier model configs, branches, and test/browser verification—no APIs.

Multi-terminal orchestration harness for Claude Code — Generator↔Evaluator loops, Phase Completion Gates, cross-model debate (/tk, /tkc), conflict-free work distribution (/tkm), and blind-evaluator verification (/ralph). v2: enforcement architecture from 31-run analysis.

Spec-to-Ship is a CLI tool that orchestrates the complete software development lifecycle from PRD to deployed code. It combines structured specification-driven development with autonomous AI execution loops (Ralph pattern) to deliver working software through well-defined phases.

A Ralph Loop that installs Ralph Loops. Fleet orchestrator for managing Ralph infrastructure across all your GitHub repos.

AI Agent Loop Orchestrator — Rust rewrite of ralph-tui

Large Language Model governance and orchestration using ralph loops

A simpler agent orchestration framework. Landing between ralph-wiggum and Gas Town

AI-powered Drupal development workspace: orchestrates DDEV add-ons for OpenCode, Claude Code, and Ralph

Yet Another Ralph Runner — a desktop app for orchestrating Claude Code loops with real-time streaming, session management, and no API keys required.

Ralph AIOS — The autonomous execution engine for Synkra AIOS. Loops fresh Claude Code instances orchestrating @dev, @qa, and @devops agents with circuit breaker, dual exit gates, rate limiting, memory system, and story-driven development.

Ralph Multi-Agent Autonomous Development Framework -- A powerful, extensible framework for orchestrating multiple AI agents to work together on software development tasks. Agents coordinate through shared state files and can operate in parallel or sequential modes.

Supercharge Claude Code with 19 commands, 15 AI agents, and 11 workflows for Next.js/React development. Ralph Mode enables autonomous execution with circuit breaker, rate limiting, PRD-based tracking. Features TDD, systematic debugging, agent orchestration. Includes security-engineer, typescript-pro, backend/frontend architects.