Reactor-based MediaWiki Operation Automation System

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A Reactor-based MediaWiki Operation Automation System is a MediaWiki-based operation automation system that follows a Reactor-based pattern (to manage Reactor-based MediaWiki Operation System Events with a MediaWiki-based Operation System).

References

Let me create a detailed software system specification for a Reactor-based Read-Write MediaWiki Operation Automation System focused on LLM-powered content generation.

  1. Software System Specification: GM-RKB Content Automation System
    1. 1. System Overview
      1. 1.1 Purpose

The system automates the creation and maintenance of concept pages in a GM-RKB Personal Wiki through LLM integration and event-driven architecture. It focuses on standardized content generation while maintaining proper formatting and concept relationships.

      1. 1.2 Scope

- Content generation for new concept pages - Format standardization of existing pages - Concept relationship management - MediaWiki API integration - LLM-powered content creation - Event-based operation handling

    1. 2. System Architecture
      1. 2.1 Core Components
        1. 2.1.1 Event Reactor Core

- Event Loop Manager 

 - Handles incoming content requests
 - Manages operation queues
 - Dispatches tasks to appropriate handlers

- Event Handlers 

 - Content Generation Handler
 - Format Validation Handler
 - Concept Relation Handler
 - MediaWiki Operation Handler
        1. 2.1.2 LLM Integration Service

- API Client 

 - Manages LLM API communication
 - Handles prompt construction
 - Processes LLM responses

- Content Adapter 

 - Formats LLM output to GM-RKB standards
 - Validates content structure
 - Ensures proper wiki linking
        1. 2.1.3 MediaWiki Operation Manager

- API Client 

 - Handles authentication
 - Manages page operations
 - Implements rate limiting

- Content Manager 

 - Page creation/modification
 - Content validation
 - Change tracking
      1. 2.2 Data Flow

1. Request Processing: 

  ```
  User Request -> Event Queue -> Event Dispatcher -> Appropriate Handler
  ```

2. Content Generation: 

  ```
  Request -> LLM Service -> Content Adapter -> Validation -> MediaWiki API
  ```

3. Format Standardization: 

  ```
  Page Content -> Validator -> Formatter -> MediaWiki API
  ```
    1. 3. Functional Requirements
      1. 3.1 Content Generation

- Accept concept creation requests - Generate structured content following GM-RKB format - Include proper wiki links and categories - Maintain concept relationships - Validate format compliance

      1. 3.2 Format Standardization

- Check section order and structure - Verify link formatting - Ensure proper case usage - Validate bullet point formatting - Check category assignments

      1. 3.3 Concept Management

- Detect related concepts - Avoid duplicate concepts - Maintain concept hierarchies - Update concept networks - Track concept relationships

    1. 4. Component Specifications
      1. 4.1 Event Reactor

```typescript interface EventReactor { 

 eventLoop: EventLoop;
 handlers: Map<EventType, EventHandler>;
 dispatch(event: Event): Promise<void>;
 register(type: EventType, handler: EventHandler): void;

}

interface EventHandler { 

 handle(event: Event): Promise<void>;
 validate(event: Event): boolean;

} ```

      1. 4.2 LLM Service

```typescript interface LLMService { 

 generateContent(request: ContentRequest): Promise<Content>;
 validateFormat(content: Content): ValidationResult;
 adaptOutput(llmResponse: LLMResponse): WikiContent;

} ```

      1. 4.3 MediaWiki Client

```typescript interface MediaWikiClient { 

 createPage(title: string, content: string): Promise<Result>;
 updatePage(title: string, content: string): Promise<Result>;
 getPage(title: string): Promise<Page>;
 validateLinks(content: string): Promise<LinkValidation>;

} ```

    1. 5. Safety Controls
      1. 5.1 Content Validation

- Format compliance checking - Section structure validation - Link verification - Case usage validation - Category assignment checking

      1. 5.2 Operation Safety

- Duplicate concept detection - Content backup before modification - Change logging - Operation rollback capability - Rate limiting implementation

    1. 6. Implementation Guidelines
      1. 6.1 Development Stack

- Language: TypeScript/Node.js - Event System: RxJS - API Integration: Axios/Fetch - Testing: Jest - Documentation: TypeDoc

      1. 6.2 Key Considerations

1. Modular architecture for easy extension 2. Strong typing for safety 3. Asynchronous operation handling 4. Error recovery mechanisms 5. Logging and monitoring

Would you like me to expand on any particular section or proceed with more detailed specifications for a specific component?

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