multi-agent-system-requirements-template.md

Multi-Agent System Requirements Document

You are an expert AI systems architect. Create a comprehensive, detailed implementation plan for the following multi-agent system:

Project Overview

[Provide a concise description of your multi-agent system concept - what it does and the primary value it delivers]

Target Agents & Use Cases

• Who will interact with this system? [Types of agents]
• What are their primary goals? [Agent objectives]
• What problems does this solve for them? [Issues addressed]

Core Functionality

Provide complete details for ALL required capabilities:

• Capability 1: [Description with complete requirements]
• Capability 2: [Description with complete requirements]
• Capability 3: [Description with complete requirements]
• [Continue with all needed capabilities]

Interaction Interface Requirements

• Interaction style: [Message-based/Event-driven/etc]
• Protocol requirements: [Specific protocols or standards]
• Key components needed: [Message queues/Service buses/etc]

Data Model

• Describe all entities and their relationships: [Entities and connections]
• Specify data types and validation rules: [Data specifications]
• Include authentication/authorization model if applicable: [Security model]

Agent Flows

Detail the complete agent journey through the system:

• Entry point: [How agents start or join]
• Authentication: [If applicable]
• Main interaction: [Step-by-step flow]
• Edge cases: [How to handle failures/exceptions]
• Success states: [What completion looks like]

Technical Requirements

• Agent framework: [Specific multi-agent platform, e.g. Agno, OpenAI Swarm, LangGraph, Microsoft Autogen, CrewAI, Vertex AI, or Langflow]
• Backend requirements: [If applicable]
• APIs/Integrations needed: [List all external services]
• Performance expectations: [Throughput/Response times]
• Security considerations: [Agent authentication/Data protection]

Accessibility & Compliance

• Required accessibility standards: [Agent interaction standards, if applicable]
• Compliance requirements: [GDPR/CCPA/etc if applicable]

Examples & Inspiration

• Similar systems: [Descriptions or references]
• Specific elements to emulate: [Capabilities/Interactions]

Implementation Priorities

• Must-have capabilities: [Critical functionality]
• Nice-to-have capabilities: [Secondary importance]
• Future enhancements: [Post-initial release]

Additional Context

[Any other information that would help create the best possible implementation]