Chrome extension that detects JavaScript libraries and their vulnerabilities using a hybrid approach combining local pattern matching, smart caching, and AI-powered analysis.
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🚀 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)
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💰 Cost Optimized
- Smart caching reduces AI API calls by 90%
- Configurable daily budget
- Real-time cost tracking
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🔒 Security Focused
- Vulnerability detection for known libraries
- CVE tracking
- Severity assessment
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📊 Statistics & Analytics
- Cache hit rate
- AI call frequency
- Cost savings tracking
- Clone the repository
git clone https://github.com/yourusername/js-library-scanner.git
cd js-library-scanner
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Get OpenRouter API Key
- Visit OpenRouter
- Create an account and generate API key
- Set daily budget on OpenRouter dashboard
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Load in Chrome
- Open Chrome and go to
chrome://extensions/
- Enable "Developer mode"
- Click "Load unpacked"
- Select the project folder
- Open Chrome and go to
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Configure Extension
- Click extension icon
- Click ⚙️ Settings
- Enter your OpenRouter API key
- Set daily budget (default: $1.00)
- Click "Save"
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Visit any website
- Extension automatically scans on page load
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View Results
- Click extension icon to see detected libraries
- View vulnerabilities if found
- Check detection method and confidence
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Monitor Costs
- View cache hits vs AI calls
- Track daily spending
- See cost savings from cache
┌─────────────────────────────────────────────┐
│ 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% │
└─────────────────────────────────────────────┘
- 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
- Creates unique signatures from script content
- Stores AI detection results in IndexedDB
- 30-day expiration for cache entries
- Instant lookup on cache hit
- Smart chunking prioritizes version-rich code sections
- Sends only relevant parts to AI (max 3000 chars)
- Parses structured JSON responses
- Automatically caches successful detections
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
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
- 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
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:
- 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
Contributions welcome! Please:
- Fork the repository
- Create feature branch (
git checkout -b feature/AmazingFeature
) - Commit changes (
git commit -m 'Add AmazingFeature'
) - Push to branch (
git push origin feature/AmazingFeature
) - Open Pull Request
MIT License - see LICENSE file for details
- Inspired by RetireJS
- Powered by OpenRouter
- Uses Claude 3.5 Sonnet for AI analysis
- Issues: GitHub Issues
- Email: your.email@example.com
Made with ❤️ by [Your Name]