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nexau-evolution-guide

Guide evolving NexAU agents with tools, middleware, sub-agents, and skills.

Updated Jul 1, 2026
Search Tags:#tool integration#middleware#sub-agent#agent evolution#NexAU
One-click install
npx skills add https://github.com/teddytennant/wizard-ahe --skill nexau-evolution-guide-teddytennant
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nexau-evolution-guide
Source: https://github.com/teddytennant/wizard-ahe/tree/main/agents/evolve_agent/skills/nexau-evolution-guide
Command: npx skills add https://github.com/teddytennant/wizard-ahe --skill nexau-evolution-guide-teddytennant

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a comprehensive guide for evolving NexAU agents from a simple starting point, covering tool additions, middleware configurations, sub-agent creation, and skill integration.

Core Features & Use Cases

  • Agent Evolution Guide: Offers a step-by-step guide for evolving agents, covering all components, configuration schemas, and creation guidelines.
  • Tool Addition: Explains how to add built-in and custom tools to agents for extended functionality.
  • Middleware Configuration: Provides instructions for creating and integrating custom middleware into the agent's execution pipeline.
  • Sub-Agent Creation: Details the process of creating and using sub-agents with their own context windows and toolsets.
  • Skill Integration: Describes how to register and use skills to extend agent capabilities.

Quick Start

Run the script scripts/validate_agent.py to validate your agent's configuration file 'code_agent.yaml'.

Frequently Asked Questions about nexau-evolution-guide

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

FAQPage Schema
How do I add custom tools and configure middleware for agent evolution?▼

To achieve agent evolution, follow the step-by-step guide to add built-in or custom tools and integrate custom middleware into the execution pipeline, extending agent functionality through configured schemas.

What is the process for creating sub-agents with their own toolsets?▼

Creating sub-agents involves configuring separate context windows and specific toolsets for each sub-agent. The guide details this process to help you expand your agent architecture through delegated tasks.

How do I register and integrate skills to extend agent capabilities?▼

You extend agent capabilities by registering and integrating skills within the NexAU architecture. The guide describes the registration process to seamlessly add new functional skills to your agents.

Do I need basic NexAU architecture knowledge to use this guide?▼

Yes, this guide requires a basic understanding of NexAU architecture and tools before you start. It is designed for users who already have a simple starting point and want to evolve their configuration.

How do I validate my agent configuration file during evolution?▼

You validate your agent configuration by running the validate_agent.py script on your configuration file, such as code_agent.yaml. This ensures your evolving agent setup remains correctly structured.

What are the limitations when configuring custom middleware in the execution pipeline?▼

The guide provides instructions for integrating custom middleware into the execution pipeline, but users must adhere to established configuration schemas. Limitations depend on your base NexAU architecture and tool compatibility.

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