+ "example_result": "I've successfully analyzed your repository and migrated the documentation. Here's what was created:\n\n## Documentation Structure Created\n\n```\ndocs/\n├── index.md (Home)\n├── getting-started/\n│ ├── installation.md\n│ ├── quick-start.md\n│ └── configuration.md\n├── api-reference/\n│ ├── core-functions.md\n│ ├── utilities.md\n│ ├── types.md\n│ └── hooks.md\n├── architecture/\n│ ├── overview.md\n│ ├── data-flow.md\n│ └── components.md\n├── development/\n│ ├── contributing.md\n│ ├── testing.md\n│ └── deployment.md\n└── examples/\n ├── basic-usage.md\n └── advanced-patterns.md\n```\n\n## Sample Generated Content\n\n### 1. Getting Started - Installation (docs/getting-started/installation.md)\n\n```markdown\n# Installation\n\n## Prerequisites\n\n- Node.js 18+ \n- npm or yarn\n- Git\n\n## Quick Install\n\n```bash\nnpm install myproject\n# or\nyarn add myproject\n```\n\n## Verify Installation\n\n```javascript\nimport { initialize } from 'myproject';\n\nconst app = initialize();\nconsole.log(app.version); // Should output version number\n```\n\n## Environment Setup\n\nCreate a `.env` file in your project root:\n\n```env\nAPI_KEY=your_api_key_here\nENVIRONMENT=development\n```\n\n## Next Steps\n\n- [Quick Start Guide](./quick-start.md)\n- [Configuration Options](./configuration.md)\n- [API Reference](../api-reference/core-functions.md)\n```\n\n### 2. API Reference - Core Functions (docs/api-reference/core-functions.md)\n\n```markdown\n# Core Functions\n\n## initialize()\n\nInitializes the application with default or custom configuration.\n\n**Signature:**\n```typescript\nfunction initialize(config?: Config): Application\n```\n\n**Parameters:**\n- `config` (optional): Configuration object\n - `apiKey`: string - Your API key\n - `environment`: 'development' | 'production'\n - `debug`: boolean - Enable debug logging\n\n**Returns:** `Application` instance\n\n**Example:**\n```javascript\nimport { initialize } from 'myproject';\n\nconst app = initialize({\n apiKey: process.env.API_KEY,\n environment: 'production',\n debug: false\n});\n```\n\n**Throws:**\n- `ConfigError` - When required configuration is missing\n- `InitializationError` - When initialization fails\n\n---\n\n## connect()\n\nEstablishes a connection to the remote service.\n\n**Signature:**\n```typescript\nasync function connect(options?: ConnectionOptions): Promise<Connection>\n```\n\n**Parameters:**\n- `options` (optional): Connection options\n - `timeout`: number - Connection timeout in ms (default: 5000)\n - `retry`: boolean - Enable auto-retry (default: true)\n - `maxRetries`: number - Maximum retry attempts (default: 3)\n\n**Returns:** Promise resolving to `Connection` object\n\n**Example:**\n```javascript\nimport { connect } from 'myproject';\n\ntry {\n const connection = await connect({\n timeout: 10000,\n retry: true\n });\n console.log('Connected:', connection.id);\n} catch (error) {\n console.error('Connection failed:', error);\n}\n```\n\n---\n\n## process()\n\nProcesses input data and returns transformed output.\n\n**Signature:**\n```typescript\nfunction process(data: InputData): OutputData\n```\n\n**Parameters:**\n- `data`: Input data object\n - `source`: string - Source identifier\n - `payload`: any - Data payload\n - `metadata`: object - Optional metadata\n\n**Returns:** Processed `OutputData` object\n\n**Example:**\n```javascript\nimport { process } from 'myproject';\n\nconst result = process({\n source: 'api',\n payload: { items: [1, 2, 3] },\n metadata: { timestamp: Date.now() }\n});\n\nconsole.log(result.status); // 'success'\nconsole.log(result.data); // Processed items\n```\n```\n\n### 3. Architecture Overview (docs/architecture/overview.md)\n\n```markdown\n# Architecture Overview\n\n## System Design\n\nMyProject follows a modular, event-driven architecture designed for scalability and maintainability.\n\n```\n┌─────────────────────────────────────────┐\n│ Application Layer │\n│ ┌──────────┐ ┌──────────┐ ┌────────┐│\n│ │ API │ │ CLI │ │ SDK ││\n│ └──────────┘ └──────────┘ └────────┘│\n└─────────────────────────────────────────┘\n ↓\n┌─────────────────────────────────────────┐\n│ Core Business Logic │\n│ ┌──────────┐ ┌──────────┐ ┌────────┐│\n│ │ Processor│ │ Validator│ │ Handler││\n│ └──────────┘ └──────────┘ └────────┘│\n└─────────────────────────────────────────┘\n ↓\n┌─────────────────────────────────────────┐\n│ Data Layer │\n│ ┌──────────┐ ┌──────────┐ ┌────────┐│\n│ │ Cache │ │ Database │ │ Storage││\n│ └──────────┘ └──────────┘ └────────┘│\n└─────────────────────────────────────────┘\n```\n\n## Key Components\n\n### Application Layer\nHandles external interactions through multiple interfaces:\n- **API**: RESTful endpoints for programmatic access\n- **CLI**: Command-line interface for developers\n- **SDK**: Language-specific client libraries\n\n### Core Business Logic\nImplements the main application functionality:\n- **Processor**: Handles data transformation and processing\n- **Validator**: Ensures data integrity and business rules\n- **Handler**: Manages event processing and routing\n\n### Data Layer\nManages persistent and transient data:\n- **Cache**: Redis-based caching for performance\n- **Database**: PostgreSQL for relational data\n- **Storage**: S3-compatible object storage\n\n## Data Flow\n\n1. **Request Reception**: API/CLI receives user request\n2. **Validation**: Input data validated against schema\n3. **Processing**: Core logic processes the request\n4. **Data Access**: Required data fetched from data layer\n5. **Response**: Formatted response returned to client\n\n## Technology Stack\n\n- **Runtime**: Node.js 18+\n- **Language**: TypeScript 5.0+\n- **Framework**: Express.js\n- **Database**: PostgreSQL 15\n- **Cache**: Redis 7\n- **Testing**: Jest + Supertest\n- **CI/CD**: GitHub Actions\n\n## Design Patterns\n\n### Dependency Injection\nUsed throughout for loose coupling and testability.\n\n### Repository Pattern\nAbstracts data access logic from business logic.\n\n### Event-Driven\nComponents communicate via events for scalability.\n\n### Strategy Pattern\nPluggable processors for different data types.\n```\n\n### 4. Development Guide - Testing (docs/development/testing.md)\n\n```markdown\n# Testing Guide\n\n## Running Tests\n\n```bash\n# Run all tests\nnpm test\n\n# Run with coverage\nnpm run test:coverage\n\n# Run specific test file\nnpm test -- processor.test.js\n\n# Watch mode\nnpm test -- --watch\n```\n\n## Test Structure\n\n```javascript\n// Example: processor.test.js\nimport { process } from '../src/processor';\n\ndescribe('Processor', () => {\n describe('process()', () => {\n it('should process valid input successfully', () => {\n const input = {\n source: 'test',\n payload: { value: 123 }\n };\n \n const result = process(input);\n \n expect(result.status).toBe('success');\n expect(result.data).toBeDefined();\n });\n \n it('should handle invalid input gracefully', () => {\n const input = { invalid: true };\n \n expect(() => process(input)).toThrow('Invalid input');\n });\n });\n});\n```\n\n## Testing Best Practices\n\n1. **Unit Tests**: Test individual functions in isolation\n2. **Integration Tests**: Test component interactions\n3. **E2E Tests**: Test complete user workflows\n4. **Coverage Target**: Maintain >80% code coverage\n5. **Mocking**: Use Jest mocks for external dependencies\n\n## Continuous Integration\n\nTests run automatically on:\n- Every pull request\n- Commits to main branch\n- Before deployment\n\n```yaml\n# .github/workflows/test.yml (excerpt)\nname: Tests\non: [push, pull_request]\njobs:\n test:\n runs-on: ubuntu-latest\n steps:\n - uses: actions/checkout@v3\n - uses: actions/setup-node@v3\n - run: npm install\n - run: npm test\n - run: npm run test:coverage\n```\n```\n\n### 5. Navigation Structure (sidebar.js)\n\n```javascript\nmodule.exports = {\n docs: [\n {\n type: 'category',\n label: 'Getting Started',\n items: [\n 'getting-started/installation',\n 'getting-started/quick-start',\n 'getting-started/configuration'\n ]\n },\n {\n type: 'category',\n label: 'API Reference',\n items: [\n 'api-reference/core-functions',\n 'api-reference/utilities',\n 'api-reference/types',\n 'api-reference/hooks'\n ]\n },\n {\n type: 'category',\n label: 'Architecture',\n items: [\n 'architecture/overview',\n 'architecture/data-flow',\n 'architecture/components'\n ]\n },\n {\n type: 'category',\n label: 'Development',\n items: [\n 'development/contributing',\n 'development/testing',\n 'development/deployment'\n ]\n },\n {\n type: 'category',\n label: 'Examples',\n items: [\n 'examples/basic-usage',\n 'examples/advanced-patterns'\n ]\n }\n ]\n};\n```\n\n## Migration Summary\n\n**Extracted Documentation From:**\n- 45 source files analyzed\n- 230+ inline comments processed\n- 12 README files consolidated\n- 67 function/class documentation blocks extracted\n- 23 architecture comments organized\n\n**Generated Documentation:**\n- 15 markdown files created\n- 4 main sections organized\n- Table of contents structured\n- Navigation sidebar configured\n- 34 code examples included\n- Cross-references added\n\n**Documentation Quality:**\n✅ All public APIs documented\n✅ Installation steps validated\n✅ Code examples tested\n✅ Links verified\n✅ Formatting consistent\n✅ Search optimized\n\n## Next Steps\n\n1. **Review Generated Content**: Check accuracy and completeness\n2. **Add Missing Sections**: Fill in any gaps identified\n3. **Add Images/Diagrams**: Enhance with visual aids where helpful\n4. **Set Up Doc Site**: Deploy to your documentation platform\n5. **Configure Search**: Set up search functionality\n6. **Add Versioning**: Implement docs versioning for releases\n\nWould you like me to:\n1. Generate additional sections?\n2. Create API reference from TypeScript types?\n3. Add interactive code playgrounds?\n4. Set up automated doc updates from code changes?",
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