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Prompt Master is a Claude skill that writes production-ready prompts for any AI tool — LLMs, coding agents, image generators, video AI, and automation platforms. It silently extracts your intent, routes to the correct framework, audits for token waste, and delivers a single copyable prompt that works on the first try.

Installation

Install Prompt Master as a Claude skill in two steps — no code, no setup, no API keys.

Quickstart

Write your first optimized prompt in under a minute with real usage examples.

How It Works

Understand the 7-step pipeline from rough idea to production-ready prompt.

Tool Profiles

Browse tool-specific rules for Claude, GPT, Gemini, Cursor, Midjourney, and 25+ more.

Prompt Templates

Explore the 12 frameworks Prompt Master auto-selects — RTF, CO-STAR, ReAct, and more.

Anti-Patterns

See the 35 credit-killing patterns Prompt Master detects and fixes automatically.

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Why Prompt Master

Every AI user wastes credits the same way: write a vague prompt, get the wrong output, re-prompt, get closer, re-prompt again, and finally land the right answer on attempt four. That’s three wasted API calls — multiplied by 50 prompts a day, that’s real money and real time gone. Prompt Master fixes this by treating every prompt as an engineering problem. It knows which AI tool you’re targeting, what format that tool responds to best, and which words in your request are load-bearing versus noise. The result is a single prompt that replaces the re-prompting loop.

30+ Tool Profiles

Specific routing rules for LLMs, coding agents, image AI, video AI, 3D generators, and automation tools.

12 Auto-Selected Templates

RTF, CO-STAR, RISEN, CRISPE, Chain of Thought, ReAct, Visual Descriptor, and more — picked automatically.

35 Anti-Pattern Checks

Vague verbs, missing scope, no stop conditions, wrong CoT usage — all detected and fixed silently.

Memory Block System

Prior decisions from your session are carried forward so the AI never contradicts earlier work.

Token Efficiency Audit

Every generated prompt is stripped of non-load-bearing words before delivery.

Max 3 Clarifying Questions

Critical missing info is gathered fast. You get a prompt, not an interrogation.

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Quick Example

Tell Claude naturally what you need — no special syntax required: 
Write me a prompt for Cursor to refactor my auth module

I need a prompt for Claude Code to build a REST API — ask me what you need to know

Here's a bad prompt I wrote for GPT-4o, fix it: [paste prompt]
Or invoke explicitly with the skill name: 
/prompt-master

I want to ask Claude Code to build a todo app with React and Supabase
Prompt Master activates only when you explicitly ask it to write, fix, improve, or adapt a prompt for a specific AI tool. It does not interfere with regular Claude conversations, coding tasks, or document writing.

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Get Started

1

Install the skill

Download the repo as a ZIP and upload it to claude.ai → Customize → Skills. See Installation for full steps.
2

Invoke it naturally

Ask Claude to write a prompt for any AI tool. Prompt Master detects the target tool and routes automatically.
3

Copy and paste

Receive a single copyable prompt block with a one-line strategy note. Paste it directly into your target tool.
4

First-attempt success

The prompt is already optimized for the target tool’s syntax, token budget, and known failure modes. No re-prompting needed.

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