system-prompt-architect

Design platform-agnostic system prompts for multi-agent orchestration.

5|11|Updated Jan 18, 2026
One-click install
npx skills add https://github.com/Awakehsh/awesome-agent-tools --skill system-prompt-architect
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: system-prompt-architect
Source: https://github.com/Awakehsh/awesome-agent-tools/tree/main/skills/system-prompt-architect
Command: npx skills add https://github.com/Awakehsh/awesome-agent-tools --skill system-prompt-architect

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill enables developers to design production-ready, platform-agnostic system prompts for multi-agent orchestration.

Core Features & Use Cases

  • Wizard-style interview workflow to capture requirements and design architecture
  • Modular templates for roles, workflows, delegation, communication, and quality
  • Dynamic research capabilities to incorporate latest best practices when needed
  • Multi-format export support (Markdown, JSON, YAML, XML, TXT) for easy integration

Quick Start

Begin by outlining your system type (single-agent, multi-agent, or hybrid), then select modules from the built-in library to compose your system prompt. Finally, export the generated prompts to your preferred formats.

Frequently Asked Questions about system-prompt-architect

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

FAQPage Schema
How do I design system prompts for multi-agent orchestration?

To design system prompts for multi-agent orchestration, you can use a wizard-style interview workflow to capture requirements and select modular templates for roles, workflows, delegation, and communication to build production-ready prompts.

What is the best way to structure prompts for orchestrator-worker coordination?

The best way to structure prompts for orchestrator-worker coordination is applying modular templates that separate roles, workflows, delegation, and quality controls, ensuring rigorous context handling across agents.

Can I export generated system prompts to multiple formats like JSON and YAML?

Yes, you can export generated system prompts to multiple formats including Markdown, JSON, YAML, XML, and TXT, allowing easy integration across different platforms and development environments.

Do I need pyyaml to generate dynamic research-driven prompt templates?

Yes, pyyaml is required as a dependency to parse and generate dynamic research-driven prompt templates, enabling the incorporation of latest best practices into your multi-agent system prompts.

How does dynamic research improve multi-agent prompt engineering?

Dynamic research improves multi-agent prompt engineering by automatically incorporating the latest best practices into your structured prompts during the generation workflow, ensuring your orchestrator-worker architecture remains current and effective.

When should I use a modular prompt construction approach for my workflows?

You should use modular prompt construction for workflows in software development, data analysis, and research that require orchestrator-worker coordination, rigorous context handling, and reusable templates across different platforms.