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# 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]
- 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]
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