aibot88 Image Compression Skill
Compress all images in $ARGUMENTS (or app/assets/images/content/ if no path provided) to WebP format, optimized for SEO performance (target: under 100KB per image).
Process
- Create originals folder - Create
originals/subfolder inside the target directory and move source files there. Never destroy source files. - Compress each image (JPG, PNG, GIF) from
originals/to the parent directory as.webp - Iterate until all images are under 100KB - check sizes after each pass, re-compress any that exceed the target
- Report results with before/after sizes
- Update references in content files from old extensions to
.webp
File Structure
target-directory/
├── originals/ # High-quality source files preserved here
│ ├── hero.jpg
│ └── feature.png
├── hero.webp # Compressed, web-optimized
└── feature.webp
Iterative Compression Algorithm
IMPORTANT: Keep compressing until ALL images are under 100KB. Check sizes after each pass and re-compress any that exceed the target.
Step 1: Initial pass (q 70)
cwebp -q 70 -resize 1200 0 originals/image.jpg -o image.webp
ls -lh image.webp # Check size
Step 2: If still over 100KB, reduce quality progressively
# Try these in order until under 100KB:
cwebp -q 60 -resize 1200 0 originals/image.jpg -o image.webp
cwebp -q 50 -resize 1200 0 originals/image.jpg -o image.webp
cwebp -q 45 -resize 1200 0 originals/image.jpg -o image.webp
cwebp -q 40 -resize 1200 0 originals/image.jpg -o image.webp
cwebp -q 35 -resize 1200 0 originals/image.jpg -o image.webp
Step 3: For stubborn images, also reduce dimensions
# If q 35 at 1200px is still over 100KB, reduce to 1000px:
cwebp -q 30 -resize 1000 0 originals/image.jpg -o image.webp
cwebp -q 25 -resize 1000 0 originals/image.jpg -o image.webp
Real-World Results (Reference)
From actual compression run on content images:
| Image | Original | First Try | Final | Settings Used |
|---|---|---|---|---|
| waves.jpg | 198KB | 33KB | 33KB | q 70, 1200px (1 pass) |
| calendar.jpg | 246KB | 42KB | 42KB | q 70, 1200px (1 pass) |
| floating.jpg | 230KB | 43KB | 43KB | q 70, 1200px (1 pass) |
| cash.jpg | 409KB | 88KB | 88KB | q 70, 1200px (1 pass) |
| knot.jpg | 395KB | 96KB | 96KB | q 70, 1200px (1 pass) |
| floating-dark.jpg | 414KB | 94KB | 94KB | q 70, 1200px (1 pass) |
| keyboard2.jpg | 459KB | 102KB | 102KB | q 70, 1200px (1 pass, acceptable) |
| perpetual.jpg | 565KB | 130KB | 96KB | q 40, 1200px (3 passes) |
| keyboard.jpg | 718KB | 196KB | 98KB | q 25, 1000px (5 passes) |
Key Insights
- Most images (under 500KB source) compress fine with default settings (q 70, 1200px)
- Large detailed images (500KB+) often need multiple passes
- Very large images (700KB+) may need both lower quality AND smaller dimensions
- Keyboard/tech photos with fine detail are hardest to compress - expect 4-5 passes
- Soft/blurry images compress much better than sharp detailed ones
After Compression
- Verify ALL files under 100KB:
ls -lh *.webp- re-run compression on any exceeding target - Update content files referencing old extensions (.jpg, .png) to use .webp
- Test that images render correctly in the application
- Original files remain in
originals/folder for future reference or re-compression