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prompt-master

Detect target AI tools and generate optimized prompts with intent extraction.

2|Updated Apr 14, 2026
Search Tags:#prompt engineering#token efficiency#prompt fixing#ai prompt optimization#tool-specific prompts#coding agent prompts#image generation prompts
One-click install
npx skills add https://github.com/emilyLi2020/WAVE --skill prompt-master-emilyli2020
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-master
Source: https://github.com/emilyLi2020/WAVE/tree/main/.agents/skills/prompt-master
Command: npx skills add https://github.com/emilyLi2020/WAVE --skill prompt-master-emilyli2020

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Most AI users waste tokens and time on repeated re-prompting because their initial prompts are vague, poorly structured, or not tailored to the target AI tool's specific requirements, leading to incorrect outputs and wasted API credits.

Core Features & Use Cases

  • Auto Tool Detection & Routing: Automatically identifies the target AI tool (Claude, ChatGPT, Midjourney, coding agents, workflow automation platforms, etc.) and applies tool-specific prompt best practices without user intervention.
  • Intent Extraction & Pattern Correction: Extracts 9 dimensions of user intent and silently fixes 35 common credit-killing prompt patterns (vague tasks, missing constraints, incorrect scope, etc.) while preserving the user's original goal.
  • Context Retention for Long Workflows: Includes a memory block system to carry forward prior session decisions, eliminating the need to re-explain project context for multi-turn prompt sessions.
  • Use Case Example: Generate an optimized prompt for Cursor to refactor an authentication module, or create a Midjourney prompt for a cyberpunk cityscape that produces the desired output on the first attempt.

Quick Start

Use the prompt-master skill to generate an optimized, copy-paste ready prompt for Claude Code to build a React todo app with Supabase integration.

Frequently Asked Questions about prompt-master

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

FAQPage Schema
How do I optimize AI prompts for different coding agents and LLMs?▼

To optimize AI prompts for different coding agents and LLMs, the prompt-master skill automatically detects the target tool and applies tool-specific frameworks to enforce token efficiency and anti-hallucination guardrails.

Why does my Midjourney prompt produce the wrong output on the first try?▼

Your Midjourney prompt likely fails due to vague tasks or missing constraints; prompt-master corrects 35 common credit-killing prompt patterns to generate an accurate image prompt on the first attempt.

What is the best way to stop wasting API tokens on repeated re-prompting?▼

The best way to stop wasting API tokens on repeated re-prompting is extracting 9 dimensions of user intent to structure prompts perfectly, eliminating vague instructions and incorrect scope.

Can I carry forward project context for multi-turn prompt sessions?▼

Yes, you can carry forward project context for multi-turn prompt sessions using a memory block system that retains prior session decisions, eliminating the need to re-explain context.

Does prompt-master work with workflow automation platforms and video generators?▼

Yes, prompt-master works with workflow automation platforms and video generators, supporting all major AI tool categories for prompt creation, optimization, and cross-tool adaptation tasks.

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