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openai-agents

Orchestrate multi-agent workflows with the OpenAI Agents SDK using tools, handoffs, and guardrails.

264|11|Updated Apr 25, 2026
Search Tags:#sdk#multi-agent#agents#streaming#openai#guardrails#handoffs
One-click install
npx skills add https://github.com/rkz91/coco --skill openai-agents-rkz91
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: openai-agents
Source: https://github.com/rkz91/coco/tree/main/skills/openai-agents
Command: npx skills add https://github.com/rkz91/coco --skill openai-agents-rkz91

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

OpenAI Agents SDK enables teams to orchestrate multiple agents, tools, and guardrails, reducing the complexity of building, testing, and maintaining distributed AI workflows.

Core Features & Use Cases

  • Manage text and realtime agents with seamless handoffs and tool integration.
  • Enforce input and output validation using Zod schemas and guardrails.
  • Stream real-time outputs and agent-state updates for interactive applications.
  • Securely handle credentials and deployment patterns across client/server boundaries.
  • Use case: build a customer-support assistant that delegates to specialists, runs tools, and returns a coherent, auditable result.

Quick Start

Instantiate an OpenAI Agents SDK workflow with text and realtime agents, wiring up tools, handoffs, and guardrails to bootstrap a working multi-agent system.

Frequently Asked Questions about openai-agents

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

FAQPage Schema
How do I orchestrate multi-agent workflows with handoffs and tool calls?▼

Multi-agent workflows are orchestrated using the OpenAI Agents SDK to coordinate text and realtime agents, applying handoffs, tool integration, and guardrails to manage tasks and stream outputs.

How do I validate inputs and outputs for AI agents using Zod schemas?▼

Inputs and outputs for AI agents are validated by enforcing Zod-based schemas and guardrails, ensuring secure handling of API keys and structured tool parameters across streaming contexts.

Can I stream real-time outputs and agent-state updates for interactive applications?▼

Real-time outputs and agent-state updates are streamed directly through the OpenAI Agents SDK, enabling interactive applications to process text and realtime agent responses dynamically.

What is the best way to build a customer support assistant that delegates to specialists?▼

Building a customer support assistant involves using the OpenAI Agents SDK to delegate tasks to specialist agents, run tools, apply guardrails, and return coherent, auditable results.

Does the OpenAI Agents SDK support maxTurns limits and secure API key handling?▼

The OpenAI Agents SDK supports enforcing maxTurns limits and requires secure handling of API keys across client and server boundaries during streaming operations.

When do I need Zod schemas and guardrails for multi-agent systems?▼

Zod schemas and guardrails are needed when instantiating multi-agent systems to enforce input and output validation, secure credentials, and manage tool parameters safely.

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