Can I use different LLM providers within one system?

Yes, the skill is designed to coordinate workflows across various providers, including Anthropic, OpenAI, and Google.

Can I integrate this with existing FastAPI services?

Yes, as part of the Nixtla-inspired concepts, it supports creating FastAPI services to serve your multi-agent pipelines.

What framework does this skill use for orchestration?

This skill primarily utilizes the Vercel AI SDK v5 to manage agent coordination, handoffs, and tool-calling logic.

Does this skill help with agent specialization?

Absolutely. It encourages best practices by helping you define specific expertise and limited scopes for each agent to improve overall system performance.

How does intelligent routing work?

The skill configures a coordinator agent that analyzes user input and routes the task to the most appropriate specialized agent based on pre-defined classification rules.

Multi-Agent System Orchestrator

Name: Multi-Agent System Orchestrator
Author: intent-solutions-io

byintent-solutions-io

데이터 과학 및 ML

Orchestrates sophisticated multi-agent workflows using the AI SDK v5 to manage handoffs and intelligent task routing across multiple AI providers.

소개

This skill empowers developers to build complex, collaborative AI systems by leveraging the AI SDK v5 framework within Claude Code. It automates the setup of specialized agent roles—such as architects, coders, and reviewers—while defining precise handoff rules and intelligent routing logic to ensure tasks are handled by the most capable model or agent. Whether you are building an automated coding pipeline or a multi-departmental customer support bot, this skill provides the structure and orchestration necessary for seamless agent communication, task delegation, and cross-provider execution.

주요 기능

0 GitHub stars
Intelligent task routing based on classification and intent
Customizable system prompts and tool definitions for specialized agents
Automated configuration of agent handoff rules
Standardized project structure for AI SDK v5 implementations
Multi-LLM provider support including Anthropic, OpenAI, and Google

사용 사례

Creating intelligent customer support systems that route inquiries to specialized billing or technical agents
Coordinating complex research workflows that require data collection, analysis, and report generation agents
Building an automated software development pipeline with specialized architect, coder, and tester agents

소개

주요 기능

0 GitHub stars
Intelligent task routing based on classification and intent
Customizable system prompts and tool definitions for specialized agents
Automated configuration of agent handoff rules
Standardized project structure for AI SDK v5 implementations
Multi-LLM provider support including Anthropic, OpenAI, and Google

사용 사례

Creating intelligent customer support systems that route inquiries to specialized billing or technical agents
Coordinating complex research workflows that require data collection, analysis, and report generation agents
Building an automated software development pipeline with specialized architect, coder, and tester agents