Can I define specific constraints like tone or length?

Yes, the skill includes a dedicated Constraints field for tone, safety, length, and specific prohibitions to ensure the generated prompt meets your exact needs.

What is a multi-prompt architecture?

It is a design pattern that utilizes several specialized prompts to manage complex tasks that a single system prompt might fail to execute with high accuracy.

Does this skill support AGENTS.md standards?

Yes, this skill is part of a repository designed to initialize projects with AGENTS.md 1.1 standard support for seamless AI collaboration.

How does the skill handle insufficient information?

The skill performs an early termination if requirements are vague and specifically queries the user for missing items like Purpose, Domain, or Expected Output.

System Prompt Architect

Name: System Prompt Architect
Author: buYoung

bybuYoung

•

Data Science & ML

Generates production-grade, structured system prompts by analyzing complex user requirements and defining optimal AI agent architectures.

The System Prompt Architect skill streamlines the creation of high-performance AI agents by transforming raw requirements into professional-grade system prompts. It intelligently evaluates task complexity to determine whether a single or multi-prompt architecture is required, ensuring Claude performs with maximum accuracy and reliability. By enforcing strict sufficiency criteria and leveraging domain-specific contexts, this skill eliminates the guesswork from prompt engineering and provides ready-to-use configurations for any AI-driven workflow.

Key Features

01Single vs. multi-prompt architecture decision logic

02Structured assembly based on production-ready quality criteria

03Domain-specific context and terminology integration

045 GitHub stars

05Interactive querying for missing critical information

06Automated requirement analysis and sufficiency validation

Use Cases

01Building a multi-step workflow for automated code reviews and audits

02Creating high-precision system prompts for niche industry assistants

03Designing a specialized AI agent for complex technical documentation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add buyoung/skills system-prompt-creator

For use in Claude.ai and ChatGPT

Download Skill