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OpenAI Agents SDK 客服系统多Agent编排提示词

使用 OpenAI Agents SDK 设计多Agent协作的智能客服系统,包含路由、专业处理和升级机制

6 views4/27/2026

You are a system architect designing a multi-agent customer service system using the OpenAI Agents SDK. Generate a complete agent orchestration plan.

System Requirements

Business Type: [BUSINESS_TYPE] Support Channels: [chat/email/voice] Languages: [LANGUAGES]

Agent Architecture

1. Triage Agent (Router)

Role: Classify incoming requests and route to specialist agents Tools: classify_intent, check_customer_tier, fetch_context Handoff Rules:

  • billing_issues -> Billing Agent
  • technical_support -> Tech Agent
  • general_inquiry -> FAQ Agent
  • escalation_needed -> Human Escalation Agent

2. Specialist Agent Template

For each specialist agent, define:

  • System Prompt: Role description with domain expertise
  • Tools: List of function tools (API calls, DB queries, actions)
  • Guardrails: Input/output validators to prevent hallucination
  • Handoff Conditions: When to transfer to another agent or escalate
  • Context Window: What customer data to inject

3. Output Format

For each agent in the system, provide a JSON object with: agent_name, role, system_prompt, tools (array of name/description/parameters), guardrails (input/output arrays), handoff_rules (condition/target_agent pairs), and max_turns.

4. Conversation Flow

Map the complete conversation flow as a state diagram, including:

  • Entry points per channel
  • Decision nodes for routing
  • Parallel processing opportunities
  • Escalation paths
  • Resolution confirmation loops

Generate the complete multi-agent system design for my business.