prompt-master

Generate optimized, token-efficient prompts for any AI tool.

3|2|Updated Jan 16, 2026
One-click install
npx skills add https://github.com/taipt1504/agent-skills --skill prompt-master-taipt1504
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-master
Source: https://github.com/taipt1504/agent-skills/tree/main/.claude/skills/prompt-master
Command: npx skills add https://github.com/taipt1504/agent-skills --skill prompt-master-taipt1504

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Many users waste tokens and time by writing vague or poorly‑structured prompts for AI models, leading to repeated re‑prompting and higher costs.

Core Features & Use Cases

  • Tool‑aware routing: Detects the target AI system (Claude, ChatGPT, Midjourney, etc.) and selects the appropriate prompt template.
  • Nine‑dimensional intent extraction: Automatically clarifies task, output format, constraints, context, and more, asking up to three questions only when necessary.
  • Safety‑first techniques: Applies role assignment, few‑shot examples, grounding anchors, and avoids fabrication‑prone methods.
  • Token‑efficiency audit: Strips non‑essential words and enforces concise, load‑bearing language.
  • Memory block handling: Prepends prior decisions to maintain consistency across sessions.

Quick Start

Ask Prompt Master to generate a ready‑to‑paste, tool‑optimized prompt for your task.

Frequently Asked Questions about prompt-master

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

FAQPage Schema
How do I write optimized prompts that reduce token waste for AI models?

Optimized prompts reduce token waste by stripping non-essential words and enforcing concise, load-bearing language. This skill audits your prompt to remove filler, applies role assignment, and outputs a ready-to-paste prompt that meets tool-specific syntax constraints.

Can I generate prompts for different AI tools like Midjourney and ChatGPT using the same method?

Yes, you can generate prompts for tools like ChatGPT and Midjourney using tool-aware routing. The system detects the target AI model and automatically selects the appropriate prompt template to match specific syntax and constraints.

What is the best way to structure a prompt for complex workflow automation tasks?

The best way to structure workflow automation prompts is through nine-dimensional intent extraction. This process clarifies task, output format, constraints, and context, then applies grounding anchors and few-shot examples to prevent fabrication.

Does prompt engineering work for editing tasks or only for text and code generation?

Prompt engineering works for both generation and editing tasks across text, code, image, video, or voice models. The routing mechanism detects your specific task type and applies the correct template to produce a precise, ready-to-use prompt.

Why does my AI model lose context across multiple sessions of re-prompting?

Your AI model loses context because prior decisions are not carried forward. This skill solves that by using memory block handling, which prepends previous decisions to maintain consistency and prevent repeated re-prompting across sessions.

How many questions do I need to answer to get a ready-to-paste prompt?

You need to answer up to three questions only when necessary. The nine-dimensional intent extraction automatically clarifies your requirements, asking the minimum questions needed to generate a fully optimized, ready-to-paste prompt.