How does the Multi-AI Collaboration skill work?

It allows Claude to act as an orchestrator that delegates sub-tasks to other AI models via their CLI interfaces, assigning them specific expert roles to review or generate code.

Why use multiple AI models instead of just one?

Different models have different strengths and biases; by combining them, you get a 'wisdom of the crowd' effect that is more likely to catch security vulnerabilities and architectural flaws.

What external tools are required for this skill?

You will need the Codex CLI, Gemini CLI, or the standard Claude Code interface installed on your system to enable the sub-agent communication.

What is the Adversarial workflow mode?

Adversarial mode sets up a Generator and Critic loop where one agent proposes a solution and another challenges it, leading to highly refined and stress-tested code.

Multi-AI Collaboration

Name: Multi-AI Collaboration
Author: takuan-osho

bytakuan-osho

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协作工具

Orchestrates a team of specialized AI agents to perform comprehensive code reviews, security audits, and architectural analysis.

The Multi-AI Collaboration skill empowers Claude to act as a central orchestrator, coordinating a diverse team of AI agents—including Codex, Gemini, and additional Claude instances—to solve complex software engineering challenges. By assigning specialized personas like Senior Architect, Security Researcher, or QA Engineer to different models, this skill facilitates deep cross-reviews and adversarial testing patterns. This multi-perspective approach significantly reduces model bias and hallucinations, ensuring that code is examined through multiple expert lenses before findings are synthesized into a single, high-quality report.

主要功能

010 GitHub stars

02Interactive team assembly to match specific expertise to the task at hand

03Advanced workflow modes including Parallel Fan-Out and Adversarial Generator/Critic patterns

04Specialized expert personas for targeted security, performance, and architecture analysis

05Automated synthesis of independent findings from multiple diverse AI models

06Multi-agent orchestration across Codex, Gemini, and Claude CLI tools

使用场景

01Automated security audits using specialized security personas across different AI providers

02Iterative architectural refinement using adversarial prompting between generator and critic agents

03Cross-model code reviews to identify edge cases and logic flaws missed by a single LLM

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add takuan-osho/ccmarketplace multi-ai-collab

For use in Claude.ai and ChatGPT

Download Skill