ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Optimize images for web to reduce file size without sacrificing quality. Use compression, modern formats, and responsive techniques for faster loading.
$ npx -y skills add aj-geddes/useful-ai-prompts --skill image-optimization --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/image-optimizationContext preview
The summary Claude sees to decide when to auto-load this skill.
Optimize images for web to reduce file size without sacrificing quality. Use compression, modern formats, and responsive techniques for faster loading.
name: image-optimization description: > Optimize images for web to reduce file size without sacrificing quality. Use compression, modern formats, and responsive techniques for faster loading.
Images typically comprise 50% of page weight. Optimization dramatically improves performance, especially on mobile networks.
Minimal working example:
Format Selection: JPEG: Best for: Photographs, complex images Compression: Lossy (quality 70-85) Size: ~50-70% reduction Tools: ImageMagick, TinyJPEG Command: convert image.jpg -quality 75 optimized.jpg PNG: Best for: Icons, screenshots, transparent images Compression: Lossless Size: 10-30% reduction Tools: PNGQuant, OptiPNG Command: optipng -o3 image.png WebP: Best for: Modern browsers (90% support) Compression: 25-35% better than JPEG/PNG Fallback: Use <picture> element Tools: cwebp Command: cwebp -q 75 image.jpg -o image.webp SVG: Best for: Icons, logos, simple graphics // ... (see reference guides for full implementation)
Detailed implementations in the `references/` directory:
| Guide | Contents | |---|---| | [Image Compression & Formats](references/image-compression-formats.md) | Image Compression & Formats | | [Responsive Images](references/responsive-images.md) | Responsive Images | | [Optimization Process](references/optimization-process.md) | Optimization Process | | [Monitoring & Best Practices](references/monitoring-best-practices.md) | Monitoring & Best Practices |
488 production-ready AI prompts, all following a standardized template with validated quality gates. Transform ChatGPT, Claude, and other AI assistants into expert consultants.
Repo: aj-geddes/useful-ai-prompts
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