agent-smith

Coordinate design, coordination, and evaluation of multi-agent systems.

6|Updated May 20, 2026

Search Tags:#architecture #evaluation #orchestration #memory #mult-agent #tool-schemas

Ready to run

npx skills add https://github.com/vignesh2027/Claude-Agentic-Skills2.0-version --skill agent-smith-vignesh2027

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agent-smith
Source: https://github.com/vignesh2027/Claude-Agentic-Skills2.0-version/tree/main/agent-smith
Command: npx skills add https://github.com/vignesh2027/Claude-Agentic-Skills2.0-version --skill agent-smith-vignesh2027

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinates the design, coordination, and evaluation of multi-agent systems.

Core Features & Use Cases

Architectural planning for hierarchical, parallel, and sequential agent topologies
Semantic routing layer design and tool schema creation
Memory architecture planning (short-term, long-term, episodic) and evaluation frameworks

Quick Start

Provide a complete blueprint for a hierarchical, parallel, or sequential multi-agent system using this skill.

Frequently Asked Questions about agent-smith

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

FAQPage Schema

How do I architect a multi-agent system for parallel and sequential topologies?▼

To architect a multi-agent system, you provide a complete blueprint specifying hierarchical, parallel, or sequential topologies. The skill coordinates this design using frontmatter-defined configuration to enforce architecture patterns for production-grade agentOS workflows.

What is semantic routing and how does it work in multi-agent orchestration?▼

Semantic routing in multi-agent orchestration directs tasks between agents based on meaning rather than fixed rules. This skill coordinates the design of a semantic routing layer alongside tool schemas to enable modular communication across engineering domains.

How do I plan memory architectures for multi-agent systems?▼

Planning memory architectures for multi-agent systems involves configuring short-term, long-term, and episodic memory layers. This skill coordinates memory architecture planning through frontmatter-defined configuration to structure how agents retain and retrieve context.

Can I use this to set up evaluation metrics for multi-agent coordination?▼

Yes, you can set up evaluation metrics for multi-agent coordination. The skill coordinates the evaluation of multi-agent systems by enforcing an evaluation framework within its frontmatter-defined configuration to measure production-grade agentOS performance.

What's the best way to design tool schemas for a multi-agent system?▼

The best way to design tool schemas for a multi-agent system is to define them within a complete architectural blueprint. This skill coordinates tool schema creation alongside semantic routing layer design to ensure proper agent interaction.

When should I use hierarchical versus sequential agent topologies for my workflow?▼

You should use hierarchical topologies when coordinating multi-agent systems requires layered control, and sequential topologies for linear step-by-step processing. This skill coordinates architectural planning across both patterns to match your engineering domain requirements.