What is the System Prompt Architect skill?

It is a specialized tool within Claude Code that helps developers design, architect, and export high-quality system prompts for AI agents using structured workflows and templates.

How does the dynamic research feature work?

When dealing with complex or novel domains, the skill can perform web searches to find industry best practices and integrate them directly into your prompt's architecture.

What formats can I export my prompts in?

You can export your generated prompts in Markdown, JSON, YAML, XML, or plain text to fit various API and development requirements.

Does it support multi-agent systems?

Yes, it specifically provides patterns for multi-agent architectures including orchestrator-workers, sequential pipelines, and evaluator-optimizer loops.

System Prompt Architect

Name: System Prompt Architect
Author: Awakehsh

byAwakehsh

•

データサイエンスとML

Transforms high-level requirements into production-ready system prompts for complex single and multi-agent AI systems.

System Prompt Architect is a comprehensive engineering tool designed for developers building sophisticated agentic workflows. It streamlines the creation of system prompts through a guided workflow that includes requirements gathering, architectural design, and modular template selection. Whether you are building a simple single-agent utility or a complex multi-agent orchestration system with orchestrators, workers, and evaluators, this skill ensures your prompts follow industry best practices, maintain structured communication protocols, and are optimized for production environments.

主な機能

01Support for advanced multi-agent patterns like Orchestrator-Workers and Evaluator-Optimizer

02Multi-format export capabilities including Markdown, JSON, YAML, and XML

03Modular prompt construction using pre-defined templates for roles and workflows

042 GitHub stars

05Guided wizard-style interview for precise requirements gathering

06Integrated web research to incorporate industry-specific best practices

ユースケース

01Optimizing existing agent prompts to improve task execution and reliability

02Designing complex multi-agent orchestration systems from scratch

03Converting business requirements into structured AI agent specifications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add awakehsh/awesome-agent-tools system-prompt-architect

For use in Claude.ai and ChatGPT

Download Skill