auto-claude: subtask-1-2 - Add Scripts section to main README.md linking to scripts/README.md

README.md

@@ -104,6 +104,25 @@ npm test
 npm run preview
 ```
 
+## Development Scripts
+
+The project includes **11 utility scripts** for automating development tasks. See [scripts/README.md](scripts/README.md) for full documentation.
+
+**Categories:**
+- **Image Optimization** - Responsive image generation with WebP support
+- **SEO & Performance** - Sitemap generation, PageSpeed testing
+- **Internationalization** - Translation file conversion (TS → JSON)
+- **Assets & Resources** - Font downloads and self-hosting
+- **Icon Generation** - PWA icon creation with placeholders
+- **Documentation** - GitHub README and OG image templates
+
+**Quick Start:**
+```bash
+npm run build:images    # Optimize project images
+node scripts/generate-sitemap.js    # Generate sitemap
+node scripts/pagespeed-check.js     # Run performance tests
+```
+
 ## Key Technologies Used
 
 **Languages:** TypeScript, Python, MDX