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🔍 AI-Powered JS Library Scanner

Chrome extension that detects JavaScript libraries and their vulnerabilities using a hybrid approach combining local pattern matching, smart caching, and AI-powered analysis.

✨ Features

  • 🚀 3-Layer Detection System

    • Layer 1: Fast local pattern matching (70% success rate, FREE)
    • Layer 2: AI-powered cache lookup (20% boost, FREE)
    • Layer 3: OpenRouter AI analysis (10% edge cases, PAID)
  • 💰 Cost Optimized

    • Smart caching reduces AI API calls by 90%
    • Configurable daily budget
    • Real-time cost tracking
  • 🔒 Security Focused

    • Vulnerability detection for known libraries
    • CVE tracking
    • Severity assessment
  • 📊 Statistics & Analytics

    • Cache hit rate
    • AI call frequency
    • Cost savings tracking

🛠️ Installation

Development Setup

  1. Clone the repository
git clone https://github.com/yourusername/js-library-scanner.git
cd js-library-scanner
  1. Get OpenRouter API Key

    • Visit OpenRouter
    • Create an account and generate API key
    • Set daily budget on OpenRouter dashboard
  2. Load in Chrome

    • Open Chrome and go to chrome://extensions/
    • Enable "Developer mode"
    • Click "Load unpacked"
    • Select the project folder
  3. Configure Extension

    • Click extension icon
    • Click ⚙️ Settings
    • Enter your OpenRouter API key
    • Set daily budget (default: $1.00)
    • Click "Save"

📖 Usage

  1. Visit any website

    • Extension automatically scans on page load
  2. View Results

    • Click extension icon to see detected libraries
    • View vulnerabilities if found
    • Check detection method and confidence
  3. Monitor Costs

    • View cache hits vs AI calls
    • Track daily spending
    • See cost savings from cache

🏗️ Architecture

┌─────────────────────────────────────────────┐
│  LAYER 1: Local Detection (FREE, ~100ms)   │
│  • Regex patterns                           │
│  • Global object checks                     │
│  • URL/Filename matching                    │
│  Success Rate: ~70%                         │
└─────────────┬───────────────────────────────┘
              │ Not found? ↓
┌─────────────────────────────────────────────┐
│  LAYER 2: AI Cache (FREE, ~10ms)           │
│  • Previously learned patterns              │
│  • IndexedDB storage                        │
│  Success Rate: +20%                         │
└─────────────┬───────────────────────────────┘
              │ Still not found? ↓
┌─────────────────────────────────────────────┐
│  LAYER 3: AI Analysis (PAID, ~3s)          │
│  • OpenRouter + Claude 3.5 Sonnet          │
│  • Smart code chunking                      │
│  • Auto-cache learning                      │
│  Success Rate: +10%                         │
└─────────────────────────────────────────────┘

💡 How It Works

Local Detection

  • Uses regex patterns for common libraries (jQuery, React, Angular, etc.)
  • Checks global objects (window.jQuery, window.React, etc.)
  • Parses URL patterns for CDN-hosted libraries

AI Cache

  • Creates unique signatures from script content
  • Stores AI detection results in IndexedDB
  • 30-day expiration for cache entries
  • Instant lookup on cache hit

AI Analysis

  • Smart chunking prioritizes version-rich code sections
  • Sends only relevant parts to AI (max 3000 chars)
  • Parses structured JSON responses
  • Automatically caches successful detections

📊 Supported Libraries

Currently detects 10+ major libraries:

  • jQuery
  • React
  • Angular
  • Vue.js
  • Lodash
  • Bootstrap
  • Moment.js
  • Axios
  • jQuery UI
  • Ember.js

More libraries can be added to lib/local-patterns.js

💰 Cost Analysis

Typical Daily Usage:

  • 100 page visits
  • 200 scripts scanned
  • 70% detected locally (FREE)
  • 20% from cache (FREE)
  • 10% need AI (~20 calls)

Daily Cost: ~$0.20 (well under $1.00 budget)

Monthly Cost: ~$6.00

🔐 Privacy & Security

  • All processing happens locally or via OpenRouter API
  • No data sent to third parties
  • API key stored locally in browser storage
  • Cache stored in local IndexedDB

🛡️ Vulnerability Database

Extension includes basic vulnerability checking for:

  • jQuery (CVE-2012-6708, CVE-2015-9251, etc.)
  • Angular (CVE-2020-7676)
  • More can be added in background.js

For production use, integrate with:

🚀 Future Enhancements

  • Full RetireJS vulnerability database integration
  • Export scan results (CSV/JSON)
  • Historical tracking dashboard
  • Batch scanning multiple pages
  • Custom pattern additions via UI
  • Integration with other AI models
  • Browser action on vulnerability found
  • Weekly security reports

🤝 Contributing

Contributions welcome! Please:

  1. Fork the repository
  2. Create feature branch (git checkout -b feature/AmazingFeature)
  3. Commit changes (git commit -m 'Add AmazingFeature')
  4. Push to branch (git push origin feature/AmazingFeature)
  5. Open Pull Request

📝 License

MIT License - see LICENSE file for details

🙏 Acknowledgments

📧 Support


Made with ❤️ by [Your Name]

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