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.
# Add to your Claude Code skills
git clone https://github.com/liuxiaopai-ai/ralph-desktopStart vague. Ralph Loop until perfect.
A visual controller for AI coding agents that helps you brainstorm requirements and execute tasks through persistent iteration.
Using AI coding agents like Claude Code or Codex can be frustrating:
| Pain Point | What Happens | |------------|--------------| | "I don't know how to write prompts" | You give vague instructions, AI produces garbage | | "AI runs once and stops" | You manually retry over and over, hoping for better results | | "Setting up Ralph Loop is hard" | The methodology exists, but configuring bash while loops and managing state is tedious for newcomers |
Ralph Desktop solves all three:
AI Brainstorm — Don't write prompts. Just describe your vague idea, and AI will interview you to clarify requirements and generate a high-quality prompt automatically.
Ralph Loop Execution — One click to start, then AI iterates autonomously until the task is complete or hits your configured limit.
Visual Control — Real-time logs, pause/resume/stop anytime. You're always in control.
Ralph Loop is an AI coding methodology introduced by Geoffrey Huntley. Named after Ralph Wiggum from The Simpsons — a character who seems simple but persists relentlessly — the approach embodies "brute-force elegance."
Instead of running an AI agent once and hoping for the best, Ralph Loop:
<done>COMPLETE</done> or similar markers)"Dumb loop. Smart results."
┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
│ 1. DESCRIBE │ ──▶ │ 2. BRAINSTORM │ ──▶ │ 3. LOOP │ ──▶ │ 4. CONTROL │
│ │ │ │ │ │ │ │
│ "I want to │ │ AI asks smart │ │ AI executes │ │ Watch logs, │
│ build a..." │ │ questions, │ │ repeatedly │ │ pause/resume, │
│ │ │ generates │ │ until done │ │ stop anytime │
│ │ │ perfect prompt │ │ │ │ │
└─────────────────┘ └─────────────────┘ └─────────────────┘ └────...