My Ralph Wiggum setup, an autonomous bash script that runs Claude Code, Codex, OpenCode, Cursor agent, Qwen & Droid in a loop until your PRD is complete.

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

Type `ralph "prompt"` to start open code in a ralph loop. Also supports a prompt file & status check. Open Code, Claude Code, Codex, Copilot

A curated list of resources about Ralph, the AI coding technique that runs AI coding agents in automated loops until specifications are fulfilled.

Extended Ralph loop for autonomous AI-driven plan execution

Gemini CLI extension for Ralph loops

Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum loop with structured specification workflow.

Ralph Desktop - Start vague. Ralph Loop until perfect. A visual controller for AI coding agents that helps you brainstorm requirements and execute tasks through persistent iteration.

Bootstrap projects from Figma, Linear, Notion & GitHub specs. The only AI ralph with source integrations.

A long-running AI agent loop. Ralph automates software development tasks by iteratively working through a task list until completion.

Ralph is a small runner around GitHub Copilot CLI (standalone) inspired by the“Ralph Wiggum” technique: run a coding agent from a clean slate, over and over, until a stop condition is met

The Ultimate AI-powered app for consultants worldwide (EY, Deloitte, PwC, KPMG, McKinsey, BCG, Bain, etc) to do their research and complete work in hours instead of days, weeks and months.

Ralph Wiggum meet Kanban! Ralph style execution for [Claude Code, Codex, Pi, Cursor]. One task per iteration, automatic progress tracking, and git commits. Set it and let it run.

Pure bash loop Ralph running in isolated Sprites.

AI orchestrator that runs until done. Define what "done" means, go to sleep, wake up to verified results. Supports OpenCode, Codex, Claude Code,

List of agent orchestrators

CLI Ralph Loops with Good UX

Claude Code skills for AI apps • Next.js 16 • AI SDK 6 • pgvector • bun • Ralph Loop

Claude Code plugin for persona-based user testing. Simulates Boomers, Millennials, Gen Z, and Gen Alpha users to find UX issues before real users do.

🔄 Ralph Wiggum iterative AI development loops for GitHub Copilot. Self-referential coding automation that keeps improving until done. Cross-platform Python tool.

Ralph loop for codex — continuously reconciles codebase toward your instructed state

Structured wrapper for autonomous AI coding with Claude Code. PRD-driven task planning, atomic verification, and bash loop execution.

Yes. This is being developed using Ralph itself...

Loop-Driven Development with OpenCode

Ralph Loop / AI Agent Controller

Get started with THE bash script for running unsupervised agentic coding loops

Persuades your LLM to output schema conforming JSON. Prompts for N retries until schema is matched. Provides error context in retries. Persists sessions, enabling front-loading initial context. Zod for schema and error definition.

An autonomous AI coding agent loop with a terminal admin dashboard.

Claude Code plugin that creates structured execution plans in Ralph Wiggum format

Ralph for WordPress projects: a tiny runner around GitHub Copilot CLI that loops in small, clean iterations—1 feature per run + commit, progress log, and a PRD checklist.