prompt-master

Generate optimized prompts for AI systems from user descriptions.

Updated May 17, 2025
One-click install
npx skills add https://github.com/elwa2/portfolio --skill prompt-master-elwa2
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-master
Source: https://github.com/elwa2/portfolio/tree/main/open-source-tools/.agents/skills/prompt-master-main
Command: npx skills add https://github.com/elwa2/portfolio --skill prompt-master-elwa2

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines prompt creation by generating precise, optimized prompts tailored to various AI tools, reducing trial-and-error rephrases.

Core Features & Use Cases

  • Prompt Optimization: Converts user ideas into high-density, tool-specific prompts for models, image generators, code assistants, and autonomous agents.
  • Tool Routing & Templates: Automatically selects the best prompt architecture from a library of 12 templates based on the task.
  • Use Case: Given a vague task like "design a login page," it produces a detailed, ready-to-use prompt specific to GPT, Claude, Midjourney, or coding agents, adhering to best practices.

Quick Start

Paste your initial prompt description or task idea into the prompt input and request an optimized prompt for your AI tool of choice.

Frequently Asked Questions about prompt-master

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

FAQPage Schema
How do I create optimized AI prompts for specific tools like Midjourney or Claude?

To create optimized AI prompts, you provide a task description and the system analyzes it to select a matching template, generating a high-density, tool-specific prompt for models like Midjourney or Claude.

What is the best way to convert a vague idea into a detailed prompt for an autonomous agent?

The best way to convert a vague idea into a detailed prompt is by using an automated optimization framework that expands task descriptions into clear, concise instructions tailored for autonomous agents.

Can I use a single template for generating prompts across language models and image generators?

You cannot use a single template effectively; the system routes tasks by automatically selecting the best architecture from a library of 12 templates designed for specific language models and image generators.

How does tool routing work when generating prompts for different AI systems?

Tool routing works by evaluating your initial task description and matching it to the most appropriate prompt architecture from its template library, ensuring the output adheres to best practices for the target AI system.

Do I need prior prompt engineering knowledge to generate effective prompts for coding assistants?

You do not need prior prompt engineering knowledge; simply paste your initial task idea or description, and the system produces a ready-to-use, optimized prompt tailored for coding assistants.

Why does my AI prompt produce poor results despite detailed task descriptions?

Detailed task descriptions yield poor results when prompts lack tool-specific optimization; using a template-based architecture ensures prompts are high-density and correctly formatted for the target AI model.