How do the generated subagents communicate?

They use a standardized Agent Communication Protocol (ACP) based on a shared file system structure, allowing agents to log messages, share reports, and coordinate tasks.

What is the Meta-Automation Architect?

It is a meta-skill for Claude Code that analyzes your project to build and deploy other specialized automation agents and tools tailored to your needs.

What specific artifacts does this skill create?

It generates custom .md agent definitions, specialized Claude commands, skills scripts, and lifecycle hooks within your project's .claude directory.

Is it safe to run on existing projects?

Yes, it includes a 'Simple Mode' for quick, non-intrusive analysis and recommends specific automations before making any significant changes to your repository.

Do I need to be an expert in AI agents to use this?

No, the skill is designed to guide you through an interactive discovery phase, offering recommendations based on its intelligent analysis of your code.

Meta-Automation Architect

Name: Meta-Automation Architect
Author: comzine

bycomzine

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部署与 DevOps

Architects custom multi-agent automation systems by generating specialized subagents, skills, and communication protocols tailored to your codebase.

关于

The Meta-Automation Architect is a sophisticated framework-generator that transforms Claude into a self-organizing automation engine for any repository. It begins with an intelligent project analysis to identify specific pain points and then designs a bespoke team of subagents, custom commands, and lifecycle hooks. By implementing a standardized Agent Communication Protocol (ACP), it ensures that generated agents can work in parallel, share context via structured file systems, and coordinate complex workflows autonomously, effectively creating a custom-built 'mini-DevOps' team inside your development environment.

主要功能

Intelligent project-type analysis and bottleneck identification
Creation of project-specific Claude skills, commands, and hooks
Implementation of a file-based Agent Communication Protocol (ACP)
Multi-mode execution ranging from quick audits to full system deployment
Automated generation of specialized subagents with isolated contexts
3 GitHub stars

使用场景

Bootstrapping a comprehensive automation suite for large or legacy codebases
Setting up a specialized AI agent team for security, performance, and quality audits
Standardizing communication and reporting between multiple AI agents in a single project

关于

主要功能

Intelligent project-type analysis and bottleneck identification
Creation of project-specific Claude skills, commands, and hooks
Implementation of a file-based Agent Communication Protocol (ACP)
Multi-mode execution ranging from quick audits to full system deployment
Automated generation of specialized subagents with isolated contexts
3 GitHub stars

使用场景

Bootstrapping a comprehensive automation suite for large or legacy codebases
Setting up a specialized AI agent team for security, performance, and quality audits
Standardizing communication and reporting between multiple AI agents in a single project