General-purpose multi-sub-agent system creator, quickly build multi-agent systems for any business based on the master-sub interaction pattern.
Core Principles
- Master-Sub Separation: The master agent is responsible for orchestration, scheduling, and task management, while sub-agents focus on executing specific tasks
- Task Management: The master agent must use the TodoWrite tool to track the status of all subtasks
- Output Specification: Sub-agents only return a brief success/failure status and do not output detailed content
- Generalized Design: Not bound to a specific business, applicable to any scenario
- Templating: Provides a general prompt template framework, with users filling in the business logic themselves
Quick Start
Creating a multi-sub-agent system takes only 3 steps：
Step 1: 描述业务流程 → Step 2: 智能体分析需求 → Step 3: 生成系统模板
Step 1: Describe the Business Process
Tell Lao Wang your business requirements, for example:
"我要创建一个文章生成系统，流程是：
1. 从多个来源收集资料
2. 整理和提炼内容
3. 生成文章
4. 质量审核"
Step 2: The Agent Analyzes the Requirements
multi-agent-creator will:
- Analyze your business process and break down the key steps
- Recommend suitable sub-agent types and quantities
- Choose the best orchestration mode (parallel/serial/hybrid)
- Identify data flow and dependencies
Step 3: Generate the System Template
multi-agent-creator will generate:
- Master agent prompt template (including TodoWrite logic)
- Prompt templates for each sub-agent (including variable placeholders)
- Complete workflow diagram (Mermaid)
- Invocation example code
Workflow
Core Process
- Analyze the business process → Break down the key steps and identify task dependencies
- Choose the orchestration mode → Choose serial/parallel/hybrid based on dependencies
- Generate prompt templates → Prompt frameworks for the master agent and sub-agents
- Output the workflow → Mermaid flowchart and invocation examples
Complete workflow details: see workflow.md
Reference Documents
📘 workflow.md
Master-Sub Interaction Pattern details:
- TodoWrite tool usage specification
- Task tool invocation examples
- Error handling and retry mechanisms
- Best practices
📘 agent-templates.md
General sub-agent prompt templates:
- Data collection type
- Content processing type
- Task execution type
- Generation type
- Review type
📘 examples.md
Usage examples:
- Example 1: Article generation system (serial mode)
- Example 2: Data processing pipeline (hybrid mode)
- Example 3: Code review system (parallel mode)
- Example 4: Document automation generation (complex business)
📘 output-schema.md
General output specification:
- Success/failure output format
- Status code definitions
- Error Code Definitions
- JSON Schema
📘 faq.md
Frequently Asked Questions:
- Sub-agent Type Selection
- Data Flow Methods
- Error Handling Methods
- Performance Optimization Suggestions
Relationship with weekly-report-generator
multi-agent-creator is ageneral-purpose creator, and does not contain specific business logic:
| weekly-report-generator | multi-agent-creator |
|---|---|
| Specific business: weekly report generation | General-purpose creator: any business |
| Includes Git log scripts | ❌ Does not include specific scripts |
| Includes Word template filling | ❌ Does not include specific business |
| Master-sub interaction pattern implementation | ✅ Provides a master-sub interaction pattern framework |
The value of multi-agent-creator lies in:
- Providesa general-purpose master-sub interaction pattern framework
- Providesreusable prompt templates
- Supportsany business scenario
- Usersquickly build based on templatestheir own systems