Building a 3 to 5-Agent Claude AI Team Workflow with a Single Prompt
Learn the Claude-specific multi-agent team design prompt structure and execution process that builds everything from workflow audits to 3-5 agent roles and a 7-
X user José Siles (@josesilesdata) shared a single-prompt workflow for designing a practical multi-agent AI team. The prompt assigns Claude Opus 5.5 an AI-agent architect role and asks it to define agents, prompts, handoffs, controls, and a 7-day launch plan.
Image source: @josesilesdata / X
Image Credit: @josesilesdata / X
The core objective is to help independent creators design a team of 3 to 5 agents that can research, plan, write, execute, review, and improve work with minimal human supervision.
Multi-Agent Architecture Structure for Claude Opus 5.5
The released prompt defines a precise role, objective, and an 8-step structured generation process. Rather than issuing a standard task instruction, it configures the model to act as an architect that designs a collaborative agent ecosystem.
- Expert Architect Persona: Assigns Claude Opus 5.5 the role of an expert AI agent architect and workflow strategist specializing in small, efficient teams.
- Minimum Viable Agent Count: Recommends a team of 3 to 5 agents maximum while avoiding redundant roles and unnecessary complexity.
- Granular Definitions: Outlines the system prompt, core responsibilities, inputs and outputs, data sources, failure modes, and safety controls for every single agent.
7-Day Launch Roadmap and Execution Process
The prompt goes beyond theoretical design, delivering actionable execution steps designed for immediate implementation in real workflows.
- Workflow Audit: Evaluates the user's actual business goals, current bottlenecks, and target KPIs before designing the architecture.
- Ready-to-Use Prompt Package: Generates robust, copy-and-paste production system prompts for each defined agent.
- 7-Day Launch Plan: Outlines a phased implementation schedule starting simple, testing rapidly, and scaling up over one week.
The author says he tried the prompt and now has five AI agents in his company.
Original Source
- X (@josesilesdata): Claude Opus 5.5 Super-Prompt for Multi-Agent Teams