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ralph-loop-creator

Generate a structured PROMPT.md with mission, context, phases, and validation.

1|Updated Jan 11, 2026
Search Tags:#workflow#PRD#prompt-engineering#prompt-generation#ralph-loop#AI-prompt
One-click install
npx skills add https://github.com/dazuck/claude-code-skills --skill ralph-loop-creator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ralph-loop-creator
Source: https://github.com/dazuck/claude-code-skills/tree/main/skills/ralph-loop-creator
Command: npx skills add https://github.com/dazuck/claude-code-skills --skill ralph-loop-creator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the creation of structured Ralph Loop prompts from rough ideas or PRDs, eliminating the manual guesswork and setup time involved in planning AI workflows.

Core Features & Use Cases

  • Generates PROMPT.md with Mission, Context, Scope, Phases, and Validation criteria to guide autonomous execution.
  • Includes a Blind Review protocol that challenges the plan with a zero-context reviewer to surface gaps, assumptions, and risks.
  • Outputs a ready-to-run /ralph-loop command and a clear completion promise, enabling seamless handoff to execution.

Quick Start

Pass a description or PRD file path to the ralph-loop-creator, with an optional output path. The tool will generate PROMPT.md, perform a blind review, and provide the exact /ralph-loop command to execute the plan.

Frequently Asked Questions about ralph-loop-creator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a structured AI workflow prompt from a rough PRD?▼

To generate a structured AI workflow prompt from a rough PRD, provide your idea or PRD file path to automatically create a PROMPT.md containing mission, context, phases, and validation criteria for autonomous execution.

What is a Blind Review protocol in prompt engineering?▼

A Blind Review protocol in prompt engineering challenges your generated plan using a zero-context reviewer to surface hidden gaps, assumptions, and risks before execution, ensuring the workflow is robust and complete.

How do I set up a Ralph Loop command for product planning?▼

You set up a Ralph Loop command by passing a rough idea or PRD to generate a PROMPT.md, which outputs a ready-to-run /ralph-loop command and a clear completion promise for seamless execution handoff.

Can I automate AI workflow orchestration without manual prompt setup?▼

Yes, you can automate AI workflow orchestration by providing a description or PRD file path to automatically generate deterministic PROMPT.md files, eliminating the manual guesswork and setup time involved in planning.

What limitations should I expect when generating PROMPT.md files from rough ideas?▼

When generating PROMPT.md files from rough ideas, expect limitations related to the clarity of your initial input; the generated phases and validation criteria depend entirely on the context provided in your original PRD or idea.

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