prompt-master

Route user intent to domain-specific Skills and generate structured prompts.

1.4k|212|Updated Jan 5, 2026
One-click install
npx skills add https://github.com/huangserva/skill-prompt-generator --skill prompt-master-huangserva
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-master
Source: https://github.com/huangserva/skill-prompt-generator/tree/main/.claude/skills/prompt-master
Command: npx skills add https://github.com/huangserva/skill-prompt-generator --skill prompt-master-huangserva

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill orchestrates user intent routing to the appropriate domain-specific Skills and composes high-quality prompts. It centralizes decision logic and ensures consistent prompt formatting across domains.

Core Features & Use Cases

  • Automatic intent recognition and routing to expert Skills (e.g., intelligent-prompt-generator, art-master, design-master, product-master, etc.)
  • Unified data source and modular architecture allowing 12+ professional Skills to collaborate cohesively
  • Interactive or CLI-driven prompt generation and curation for cross-domain tasks

Quick Start

To use this Skill, ask it to generate a prompt for a specific domain or route your request to the correct sub-skill. Then use the provided CLI flows to trigger the appropriate sub-skill and obtain the final prompt.

Frequently Asked Questions about prompt-master

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

FAQPage Schema
How does intent recognition and domain routing work for prompt generation?

Intent recognition identifies user goals and routes them to domain-specific Skills for prompt generation. It classifies requests across 12 professional domains, determines the correct sub-skill, and outputs a structured final prompt with clear instructions.

How do I orchestrate cross-domain prompts using multiple expert skills?

To orchestrate cross-domain prompts, ask the system to generate a prompt or route your request to the correct sub-skill. The unified data source and modular architecture allow 12+ professional Skills to collaborate cohesively for cross-domain tasks.

Can I use prompt orchestration with CLI-driven flows for complex tasks?

Yes, prompt orchestration supports interactive and CLI-driven prompt generation. You can trigger the appropriate sub-skill through CLI flows to obtain the final structured prompt for complex, cross-domain professional tasks.

What is the best way to centralize decision logic for consistent prompt formatting across domains?

Centralizing decision logic for consistent prompt formatting requires an orchestration Skill that routes intent to expert domains. This approach ensures unified data flow and consistent prompt structure across 12 professional domains.

Do I need specific sub-skills installed to use the prompt-master orchestration architecture?

The orchestration architecture is designed to route intent across 12 professional Skills like intelligent-prompt-generator, art-master, and product-master. It applies unified data flow and modular architecture to enable these sub-skills to collaborate cohesively.

Why does domain routing fail to generate the expected structured prompt?

Domain routing generates structured prompts by identifying user intent and determining the correct sub-skill. Failures occur when the intent classification cannot match the request to the 12 available professional domains or the sub-skill lacks clear instructions.