An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
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.
Type `ralph "prompt"` to start open code in a ralph loop. Also supports a prompt file & status check. Open Code, Claude Code, Codex, Copilot
The Ralph Wiggum Technique—the AI development methodology that reduces software costs to less than a fast food worker's wage.
Extended Ralph loop for autonomous AI-driven plan execution
List of agent orchestrators
A curated list of resources about Ralph, the AI coding technique that runs AI coding agents in automated loops until specifications are fulfilled.
A better /goal
Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum loop with structured specification workflow.
Gemini CLI extension for Ralph loops
A long-running AI agent loop. Ralph automates software development tasks by iteratively working through a task list until completion.
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.
Copilot implementation of Ralph loop
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.
Build stateful agent workflows with typed outputs, reusable tools, session forks, and ordinary TypeScript.
Bootstrap projects from Figma, Linear, Notion & GitHub specs. The only AI ralph with source integrations.
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
Ralphify is the runtime for loop engineering 🏃♂️
Claude Code skills for AI apps • Next.js 16 • AI SDK 7 • pgvector • bun
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.
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