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.