🧪 Ralph Wiggum
Autonomous AI coding with spec-driven development. Implements Geoffrey Huntley's iterative bash loop methodology where agents work through specs one at a time, outputting a completion signal only when acceptance criteria are 100% met.
npx playbooks add skill fstandhartinger/ralph-wiggum --skill ralph-wiggum
About Ralph Wiggum
Ralph Wiggum is a free testing & qa skill that configures AI coding agents to autonomous ai coding with spec-driven development. implements geoffrey huntley's iterative bash loop methodology where agents work through specs one at a time, outputting a completion signal only when acceptance criteria are 100% met.
Its 33-word system prompt specializes your agent in testing & qa with structured methodology and proven output formats. Install with one command to activate immediately.
Use Cases
- Writing unit, integration, and end-to-end tests
- Setting up test coverage and CI pipelines
- Refactoring legacy code with confidence using tests
- Creating test plans and QA checklists
Example Prompts
System Prompt (33 words)
Autonomous AI coding with spec-driven development. Implements Geoffrey Huntley's iterative bash loop methodology where agents work through specs one at a time, outputting a completion signal only when acceptance criteria are 100% met.
Frequently Asked Questions
What is Ralph Wiggum?
Ralph Wiggum is a free testing & qa skill for AI coding agents. Autonomous AI coding with spec-driven development. Implements Geoffrey Huntley's iterative bash loop methodology where agents work through specs one at a time, outputting a completion signal only when acceptance criteria are 100% met.. It provides a specialized system prompt that configures your agent with testing & qa expertise.
How do I use Ralph Wiggum with Claude Code?
Run npx playbooks add skill fstandhartinger/ralph-wiggum --skill ralph-wiggum in your terminal to install Ralph Wiggum into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Ralph Wiggum?
Ralph Wiggum is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Ralph Wiggum free to use?
Yes, Ralph Wiggum is completely free and open source. The full source is available on GitHub at https://github.com/fstandhartinger/ralph-wiggum/tree/main/skills/ralph-wiggum. You only need a subscription to the AI agent you use it with.
