imageProcess, optimize, and manage images with web optimization, color management, platform specs, and e-commerce standards.
Install via ClawdBot CLI:
clawdbot install ivangdavila/image| Task | Load |
|------|------|
| Web optimization, formats, responsive | web.md |
| Color profiles, metadata, RAW, print | photography.md |
| Social media dimensions by platform | social.md |
| E-commerce/marketplace standards | ecommerce.md |
| ImageMagick/PIL commands | commands.md |
| Content | Format | Reason |
|---------|--------|--------|
| Photos | WebP (JPEG fallback) | 25-35% smaller |
| Icons, logos | SVG | Scalable, tiny |
| Screenshots with text | PNG | Sharp edges |
| Transparency + photo | WebP or PNG-24 | Alpha support |
| Animation | WebP or MP4 | NOT GIF (5-10x larger) |
Rule: Never use BMP, TIFF, or uncompressed for web.
| Format | Hero | General | Thumbnails |
|--------|------|---------|------------|
| JPEG | 80-85% | 70-75% | 60-65% |
| WebP | 80-82% | 72-78% | 60-70% |
Rule: Below 60% = visible artifacts.
Generated Mar 1, 2026
An online retailer needs to process product photos to meet marketplace standards, ensuring fast loading and high quality on mobile and desktop. This involves converting images to WebP with JPEG fallback, adhering to file size budgets, and using appropriate dimensions for Retina displays.
A marketing agency creates visual content for social media campaigns, requiring images optimized for specific platform dimensions and formats. They use this skill to resize and compress images for platforms like Instagram and Facebook, balancing quality with file size to enhance engagement.
A web developer builds a responsive website and needs to optimize hero and content images for performance. They apply format selection rules, set quality levels, and ensure total page image load stays under 1.5MB to improve SEO and user experience.
A photographer prepares images for an online portfolio, handling color profiles, metadata, and RAW conversions. They use this skill to ensure photos are web-optimized with sRGB color space, stripped of unnecessary metadata, and compressed without visible artifacts.
Offer a subscription-based service that automates image processing for businesses, using the skill's guidelines for formats, sizes, and quality. Revenue comes from monthly or annual plans, with tiers based on usage volume and advanced features like batch processing.
Provide consulting services to clients needing image optimization for web or print, leveraging the skill's checklists and standards. Revenue is generated through project-based fees or hourly rates, targeting small businesses and creatives.
Integrate image optimization as an add-on service within a digital agency, using the skill to enhance client websites and marketing materials. Revenue is bundled into larger service packages or charged separately for optimization tasks.
💬 Integration Tip
Start by integrating the quick reference tasks into existing workflows, such as using web.md for basic web optimization, and gradually add more advanced features like color management from photography.md as needed.
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.
Capture frames or clips from RTSP/ONVIF cameras.
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.
Generate images using the internal Google Antigravity API (Gemini 3 Pro Image). High quality, native generation without browser automation.
使用内置 image_generate.py 脚本生成图片, 准备清晰具体的 `prompt`。
AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI.