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three-layer architecture:\n\n### Primary Layers\n\n1. **Ingestion Layer** - Identifying and importing new KnowledgeSourceInstances\n   - RSS feed readers for podcasts\n   - API integrations for external content\n   - File watchers and importers\n   - Scheduled data retrieval workflows\n\n2. **Processing Layer** - Applying transformations via KnowledgeOperations\n   - Transcription services\n   - Summarization and analysis\n   - Content enrichment\n   - Data normalization and validation\n   - Linking KnowledgeSourceInstances with KnowledgeOperations\n\n3. **Presentation Layer** - Delivering processed data to end users\n   - Slack notifications and updates\n   - Email distribution\n   - Podcast feed generation\n   - Dashboard updates\n   - API endpoints for external consumption\n\n### Supporting Layers\n\n1. **Core** - Reusable sub-workflows for common operations\n   - Database connection management\n   - Authentication flows\n   - Data transformation utilities\n   - Shared business logic\n\n2. **Error Handling** - Centralized error management\n   - Error capture and logging workflows\n   - Recovery and retry mechanisms\n   - Notification escalation\n   - Database error persistence\n\n3. **API** - Webhook endpoints for external applications\n   - REST API implementations\n   - AppSmith application integrations\n   - External service callbacks\n   - Data synchronization endpoints\n\n4. **Common Queries** - Standardized database operations\n   - Knowledge Source queries\n   - Knowledge Source Instance operations\n   - Batch processing queries\n   - Reporting and analytics queries\n\n## Project Structure\n\nThe project is organized to match the architectural layers:\n\n```\nsww-n8n-helpers/\n├── index.js                 # Main entry point - exports all utilities\n├── src/                     # Helper package code modules\n│   ├── duration.js          # Duration parsing and formatting utilities\n│   ├── file.js              # File and media handling utilities\n│   ├── text.js              # Text processing and HTML cleaning utilities\n│   ├── validation.js        # Data validation and object cleaning utilities\n│   ├── batch.js             # Batch processing utilities for n8n workflows\n│   ├── data-transform.js    # Core data normalization and field transformation utilities\n│   ├── schemas.js           # Pure database schema definitions and field configurations\n│   ├── schema-factories.js  # Factory functions for creating schemas and data objects\n│   ├── sql.js               # Modern SQL generation and query building utilities\n│   └── sql-sanitization.js  # SQL sanitization and escaping utilities (legacy)\n├── workflows/               # n8n workflow definitions and code\n│   ├── ingestion/          # Ingestion layer workflows\n│   │   ├── podcast/        # Podcast-specific ingestion\n│   │   ├── rss/           # General RSS feed ingestion\n│   │   └── api/           # API-based ingestion\n│   ├── processing/         # Processing layer workflows\n│   │   ├── transcription/  # Audio/video transcription\n│   │   ├── summarization/  # Content summarization\n│   │   └── enrichment/    # Data enrichment operations\n│   ├── presentation/       # Presentation layer workflows\n│   │   ├── slack/         # Slack notifications\n│   │   ├── email/         # Email distribution\n│   │   └── feeds/         # Feed generation\n│   ├── core/              # Core utility workflows\n│   │   ├── auth/          # Authentication flows\n│   │   └── database/      # Database utilities\n│   ├── error-handling/    # Error management workflows\n│   │   ├── capture/       # Error capture workflows\n│   │   └── recovery/      # Recovery mechanisms\n│   ├── api/               # API endpoint workflows\n│   │   ├── webhooks/      # Webhook handlers\n│   │   └── rest/          # REST API implementations\n│   └── common-queries/    # Reusable query workflows\n│       ├── sources/       # Knowledge Source queries\n│       └── instances/     # Knowledge Source Instance queries\n├── documentation/          # Project documentation\n│   └── n8n-error-handling.md  # n8n error handling guide\n├── tests/                  # Test files for all modules\n├── CLAUDE.md              # AI assistant context\n└── package.json\n```\n\n### Workflow Folder Structure\n\nEach workflow folder contains:\n- `workflow.json` - The n8n workflow definition\n- `*.js` - Code node implementations\n- `*.sql` - SQL query files\n- `README.md` - Workflow-specific documentation\n- `CODE_REVIEW_ANALYSIS.md` - Production readiness analysis (where applicable)\n\n## Usage\n\nThis package supports two import styles to suit different use cases:\n\n### Individual Function Import (Recommended for single functions)\n\n```javascript\nconst {\n  parseDurationToSeconds,\n  formatFriendlyDuration,\n  extractFileExtension,\n  generateSafeFileName,\n  cleanHtml,\n  truncateWithSeparator,\n  createFallbackChain,\n  validateRequiredFields,\n  processItemsWithPairing,\n  sanitizeForSQL,\n  escapeSqlValue\n} = require('sww-n8n-helpers');\n```\n\n### Module Import (Recommended for multiple functions from the same module)\n\n```javascript\nconst {\n  duration,\n  file,\n  text,\n  validation,\n  batch,\n  sqlSanitization\n} = require('sww-n8n-helpers');\n\n// Use: duration.parseDurationToSeconds(), file.extractFileExtension(), etc.\n```\n\n### Mixed Import (Use both styles as needed)\n\n```javascript\nconst {\n  parseDurationToSeconds,  // Individual function\n  file,                    // Entire file module\n  text                     // Entire text module\n} = require('sww-n8n-helpers');\n```\n\n## Modules Overview\n\n- **Duration**: Parse and format duration values in various formats\n- **File**: Handle file extensions, generate safe filenames, validate URLs\n- **Text**: Clean HTML, process markdown, truncate text intelligently\n- **Validation**: Validate data, create fallback chains, clean objects\n- **Batch**: Process arrays with error handling and n8n pairing\n- **SQL Sanitization**: Comprehensive SQL injection prevention and escaping\n","readmeFilename":"README.md"}