What is the purpose of the PROMPT.md file?

The PROMPT.md file acts as the 'source of truth' for an autonomous agent, containing the project scope, architecture overview, and specific phases required to complete the mission.

How does Ralph Loop Creator help my workflow?

It automates the tedious work of prompt engineering. Instead of manually writing tasks and validation steps, you provide a description and the skill generates a structured plan ready for execution.

What is a Ralph Loop?

A Ralph Loop is an iterative prompting technique that enables AI agents to complete complex tasks by breaking them into self-contained phases with clear, binary success criteria.

Do I need a formal PRD to use this skill?

No. While it works great with PRDs, you can provide a rough description. If your requirements are too vague, the skill will suggest using an interview tool first to gather more detail.

Ralph Loop Prompt Creator

Name: Ralph Loop Prompt Creator
Author: dazuck

bydazuck

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生产力与工作流

Generates structured, phase-based execution prompts that transform rough ideas into autonomous AI workflows.

关于

Ralph Loop Creator is a specialized utility designed to bridge the gap between initial concepts and autonomous AI execution. By applying the Ralph Wiggum technique, it transforms a rough project description or PRD into a highly structured PROMPT.md file. This file contains a clear mission statement, architectural context, and a series of iterative development phases, each with binary validation criteria. This skill is essential for startup operators and developers who want to leverage Claude for complex, multi-step tasks without manual oversight, ensuring every phase is testable and aligned with the final goal.

主要功能

Generation of binary, testable validation criteria for each milestone
Automated phase decomposition of complex software requirements
Mission statement and completion promise scaffolding
Creation of standardized PROMPT.md files for autonomous agents
Integration with existing project context and architecture patterns
7 GitHub stars

使用场景

Breaking down a dense PRD into actionable, verifiable development cycles
Preparing a repository for autonomous development using the Ralph Loop method
Transforming a vague feature idea into a structured implementation roadmap

关于

主要功能

Generation of binary, testable validation criteria for each milestone
Automated phase decomposition of complex software requirements
Mission statement and completion promise scaffolding
Creation of standardized PROMPT.md files for autonomous agents
Integration with existing project context and architecture patterns
7 GitHub stars

使用场景

Breaking down a dense PRD into actionable, verifiable development cycles
Preparing a repository for autonomous development using the Ralph Loop method
Transforming a vague feature idea into a structured implementation roadmap