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JohnRobert-Olano
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prompt-master

Generate optimized prompts for AI tools with task analysis and tool routing.

2|Updated May 9, 2026
Search Tags:#prompt optimization#ai coding#prompt generation#ai tool#ai prompt
One-click install
npx skills add https://github.com/JohnRobert-Olano/3DwebsiteContemporyWorld --skill prompt-master-johnrobert-olano
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-master
Source: https://github.com/JohnRobert-Olano/3DwebsiteContemporyWorld/tree/main/.agents/skills/prompt-master
Command: npx skills add https://github.com/JohnRobert-Olano/3DwebsiteContemporyWorld --skill prompt-master-johnrobert-olano

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, yaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill generates precise, optimized prompts for AI tools, reducing unnecessary API calls and improving response quality.

Core Features & Use Cases

  • Prompt Generation: Writes prompts for AI systems like Claude, ChatGPT, and Midjourney.
  • Task Analysis: Extracts the intent and specific requirements from user requests.
  • Tool Routing: Routes prompts to the appropriate AI tool based on the user's intent.
  • Output Format: Delivers prompts in a format ready to be pasted into the target AI tool.
  • Use Case: When you need to ask Claude Code to build a landing page for a business dashboard, this Skill will generate the exact prompt that gets the job done efficiently.

Quick Start

To get a prompt for Claude Code to build a landing page that matches Notion's aesthetic, type: /prompt-master "Build a landing page for a business dashboard that looks and feels exactly like Notion - smooth animations, clean UI."

Frequently Asked Questions about prompt-master

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

FAQPage Schema
How do I generate optimized prompts for AI coding agents?▼

To generate optimized prompts for AI coding agents, you provide a specific task description and desired output format. The Skill extracts your intent and delivers a precise prompt, minimizing token waste and reducing unnecessary API calls.

What is the best way to write a prompt for Claude Code to build a UI?▼

The best way to write a prompt for Claude Code is to specify the exact aesthetic and functional requirements, such as smooth animations and clean UI. This Skill analyzes your request and outputs a ready-to-paste prompt tailored for the target AI tool.

Can I use this to create prompts for image and video AI tools?▼

Yes, you can use this to create prompts for image and video AI tools. It handles a wide range of AI systems including reasoning LLMs, coding agents, and generative media tools by routing the prompt to the appropriate platform based on your intent.

Do I need Python and YAML to run the prompt generation scripts?▼

You need Python and YAML installed in your environment to run the prompt generation scripts. These dependencies are required to execute the Skill's internal processing and generate the optimized prompts for your target AI tools.

Why does my AI prompt result in too many wasted API calls?▼

Your AI prompt likely wastes API calls due to a lack of clarity and precision. This Skill solves the problem by analyzing your task requirements and generating an optimized prompt that minimizes unnecessary token usage and improves response quality.

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