prompt-factory

Generate validated mega-prompts for any role, domain, and task.

1|Updated Apr 20, 2026
One-click install
npx skills add https://github.com/lupin4/claude-skill-factory --skill prompt-factory-lupin4
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-factory
Source: https://github.com/lupin4/claude-skill-factory/tree/main/generated-skills/prompt-factory
Command: npx skills add https://github.com/lupin4/claude-skill-factory --skill prompt-factory-lupin4

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Prompt Factory generates production-ready mega-prompts in one shot, enabling rapid, consistent prompt creation across roles, domains, and tasks while enforcing a structured, validated delivery.

Core Features & Use Cases

  • Generates a single, ready-to-use mega-prompt with a strict 5-7 question flow
  • Supports 69 presets across 15 professional domains
  • Produces multi-format outputs: XML, Claude, ChatGPT, Gemini
  • Applies a 7-point quality validation before delivery
  • Includes batch-generation tooling and example content for team rollouts

Quick Start

Provide your goal or pick a preset; the skill will ask 5-7 questions and return a validated mega-prompt ready to copy into any LLM

Frequently Asked Questions about prompt-factory

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

FAQPage Schema
How do I generate a structured LLM prompt for a specific professional role?

To generate a structured LLM prompt, you provide your goal or pick from 69 professional domain presets, answer a concise 5-7 question flow, and receive a fully validated, production-ready mega-prompt tailored to your specific role.

Can I create prompts formatted specifically for Claude, ChatGPT, or Gemini?

Yes, you can create multi-format prompts for Claude, ChatGPT, or Gemini. The generation process supports outputs in XML and platform-specific formats to ensure direct compatibility with your target LLM environment.

What is the best way to ensure prompt quality before using it in an LLM?

The best way to ensure prompt quality is through a 7-point validation check. The generated mega-prompt automatically passes through this validation process before delivery, guaranteeing it meets strict structural and content standards.

How do I generate multiple prompts at once for a team rollout?

You can generate multiple prompts at once using the included batch-generation tooling. This feature provides example content and streamlines the creation of standardized prompts for large-scale team rollouts.

Does prompt generation work for any professional domain or task?

Prompt generation works across 15 professional domains with 69 available presets. It guides you through a targeted question flow to produce a single, ready-to-use mega-prompt for virtually any role or task.

Why does the generated mega-prompt not execute or run directly in my LLM?

The generated mega-prompt does not execute directly because the tool is designed strictly for prompt generation and validation. It only produces and quality-checks the structured text, which you must then copy and deploy into your LLM.