redram00110101/Auto_Gap_Detector

Auto Gap Detector is a real-time Wikipedia analysis tool that scans articles for missing sections, unstructured content, and under-referenced information. Designed for editors and educators, it highlights content gaps, suggests improvements, and contributes to bridging digital knowledge equity, especially for Zambia-related articles. # Auto Gap Detector - Chrome Extension A Chrome extension that automatically detects content gaps in Wikipedia articles about Zambian universities and municipal councils. ## Features - **Real-time Gap Detection**: Automatically analyzes Wikipedia articles as you browse - **Intelligent Analysis**: Uses NLP techniques to identify missing sections and content - **Completeness Scoring**: Provides objective scores based on global standards - **Actionable Suggestions**: Offers specific recommendations for article improvements - **Central Repository**: Tracks all detected gaps in a comprehensive dashboard - **User-Friendly Interface**: Clean, intuitive design for all skill levels ## Installation 1. Download the extension folder 2. Open Chrome and go to `chrome://extensions/` 3. Enable "Developer mode" in the top right 4. Click "Load unpacked" and select the extension folder 5. The extension will appear in your browser toolbar ## Usage ### Automatic Analysis - Simply visit any Wikipedia page - The extension will automatically analyze articles related to Zambian institutions - View results in the floating panel on the right side of the page ### Manual Analysis - Click the extension icon in the toolbar - Click "Analyze Current Page" to run analysis on demand - View detailed results in the popup or repository ### Repository Dashboard - Click "View Repository" to see all detected gaps - Filter by article type or gap severity - Export data for further analysis - Get detailed breakdowns of each article's gaps ## Technical Details ### Analysis Criteria **Universities:** - Required sections: History, Academic programs, Notable alumni, Research, Campus, Administration, Student life, References - Required entities: Founded date, location, type, student count - Minimum citations: 10 **Municipal Councils:** - Required sections: History, Geography, Demographics, Economy, Administration, Education, Healthcare, References - Re …