image-batch
Batch process images for marketing. Use when: resizing images for social media; compressing images for web; removing backgrounds; adding watermarks; converting formats to WebP; optimizing for Core Web Vitals
- Installs
- 318
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/guia-matthieu/clawfu-skills --skill image-batch- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads image-batch automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Image Batch Processing
Automate repetitive image tasks using Pillow and rembg - resize, compress, remove backgrounds, and watermark hundreds of images in seconds.
When to Use This Skill
- Social media prep - Resize images for multiple platforms at once
- Website optimization - Compress and convert to WebP for faster loading
- Product photos - Remove backgrounds, add consistent styling
- Brand protection - Add watermarks to marketing assets
- Batch conversion - Convert legacy formats to modern ones
What Claude Does vs What You Decide
| Claude Does | You Decide |
|---|---|
| Structures video workflow | Final creative vision |
| Suggests shot compositions | Equipment selection |
| Creates storyboard templates | Brand aesthetics |
| Generates script frameworks | Final approval |
| Identifies technical requirements | Budget allocation |
Dependencies
pip install Pillow rembg click
# For GPU-accelerated background removal:
# pip install rembg[gpu]
Commands
Resize Images
python scripts/main.py resize ./images/ --width 1200
python scripts/main.py resize ./images/ --format instagram # 1080x1080
python scripts/main.py resize ./images/ --format linkedin # 1200x627
Compress Images
python scripts/main.py compress ./images/ --quality 80
python scripts/main.py compress ./images/ --max-size 500 # Max 500KB
Remove Background
python scripts/main.py remove-bg photo.jpg
python scripts/main.py remove-bg ./products/ --output ./transparent/
Add Watermark
python scripts/main.py watermark ./images/ --logo logo.png --position bottom-right
python scripts/main.py watermark ./images/ --text "© 2024 Company" --opacity 0.3
Convert Format
python scripts/main.py convert ./images/ --format webp
python scripts/main.py convert ./images/ --format avif --quality 80
Examples
Example 1: Prepare Product Images for E-commerce
# Remove backgrounds
python scripts/main.py remove-bg ./raw-products/ --output ./transparent/
# Resize to standard size
python scripts/main.py resize ./transparent/ --width 1000 --height 1000 --fit contain
# Compress for web
python scripts/main.py compress ./transparent/ --quality 85 --format webp
# Output: ./transparent/*.webp (optimized, transparent background)
Example 2: Social Media Image Kit
# Create multiple sizes from one source
python scripts/main.py resize hero-image.jpg --format instagram --output hero_ig.jpg
python scripts/main.py resize hero-image.jpg --format linkedin --output hero_li.jpg
python scripts/main.py resize hero-image.jpg --format twitter --output hero_tw.jpg
python scripts/main.py resize hero-image.jpg --format facebook --output hero_fb.jpg
# Or batch process entire folder for one platform
python scripts/main.py resize ./campaign-images/ --format instagram --output ./instagram/
Example 3: Website Image Optimization
# Convert all images to WebP
python scripts/main.py convert ./website-images/ --format webp --quality 80
# Ensure no image exceeds 200KB
python scripts/main.py compress ./website-images/ --max-size 200
# Results in 60-80% smaller file sizes
Social Media Format Presets
| Format | Dimensions | Aspect Ratio | Use Case |
|---|---|---|---|
instagram | 1080x1080 | 1:1 | Feed posts |
instagram-story | 1080x1920 | 9:16 | Stories/Reels |
linkedin | 1200x627 | 1.91:1 | Link previews |
linkedin-post | 1200x1200 | 1:1 | Feed posts |
twitter | 1200x675 | 16:9 | Cards |
facebook | 1200x630 | 1.91:1 | Link previews |
pinterest | 1000x1500 | 2:3 | Pins |
youtube | 1280x720 | 16:9 | Thumbnails |
Fit Modes
| Mode | Behavior |
|---|---|
cover | Fill area, crop excess (default) |
contain | Fit inside, add padding |
stretch | Distort to fit exactly |
crop | Smart crop focusing on subject |
Output Formats
| Format | Best For | Compression |
|---|---|---|
webp | Web images | 25-35% smaller than JPEG |
avif | Modern browsers | 50% smaller than JPEG |
jpg | Photos, gradients | Lossy, universal |
png | Transparency, graphics | Lossless |
Skill Boundaries
What This Skill Does Well
- Structuring video production workflows
- Creating storyboard frameworks
- Suggesting technical approaches
- Providing creative direction templates
What This Skill Cannot Do
- Replace professional videography
- Edit video files directly
- Make final creative judgments
- Guarantee audience engagement
Related Skills
- video-processing - Process video thumbnails
- lighthouse-audit - Check image impact on LCP
Skill Metadata
- Mode: cyborg
category: automation
subcategory: image-processing
dependencies: [Pillow, rembg]
difficulty: beginner
time_saved: 5+ hours/week
FAQ
What does the image-batch skill do?
Batch process images for marketing. Use when: resizing images for social media; compressing images for web; removing backgrounds; adding watermarks; converting formats to WebP; optimizing for Core Web Vitals
How do I install image-batch?
Run npx skills add https://github.com/guia-matthieu/clawfu-skills --skill image-batch in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/image-batch/ (personal) or .claude/skills/image-batch/ (project).
Which AI agents can use image-batch?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is image-batch safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains image-batch?
It is published by guia-matthieu in guia-matthieu/clawfu-skills. It has 318 recorded installs.
More from guia-matthieu/clawfu-skills
whisper-transcription
guia-matthieu/clawfu-skills
Transcribe audio and video files to text using OpenAI Whisper. Use when: converting podcasts to blog posts; creating video subtitles; extracting quotes from interviews; repurposing video content to text; building searchable audio archives
yc-pitch-deck
guia-matthieu/clawfu-skills
Create a compelling startup pitch deck that follows the structure proven to raise billions from top investors. Master the YC and Sequoia formats that get founders funded. Use when: Fundraising to create investor pitch decks; YC application to structure your narrative; Demo Day prep to craft your 2-minute pitch; Angel investors to communicate your opportunity; Partnership pitches to structure compelling asks
conversion-copywriting
guia-matthieu/clawfu-skills
Write copy that gets a "yes" using Joanna Wiebe's research-first, Voice of Customer methodology Use when: Writing landing pages, emails, or sales pages that need measurable conversion results; Starting a new copy project and need a systematic process to follow; Struggling with what to write and staring at a blank page; Wanting to prove ROI to clients with data-backed decisions; Improving existing copy through validation and testing
web-scraper
guia-matthieu/clawfu-skills
Extract structured data from websites. Use when: collecting competitor pricing; scraping product listings; extracting contact information; gathering research data; monitoring website changes
sound-design-film
guia-matthieu/clawfu-skills
Apply Walter Murch's legendary film sound principles to marketing video, creating emotionally resonant audio that audiences feel without consciously noticing. Use when: Designing sound for brand films and documentaries; Creating emotional impact in video ads; Layering music, effects, and voice effectively; Building immersive soundscapes for content; Elevating production value through audio
report-generator
guia-matthieu/clawfu-skills
Generate PDF/HTML reports from templates and data. Use when: creating client reports; generating weekly summaries; producing marketing performance reports; automating recurring reports
Popular media & creative skills
hyperframes
heygen-com/hyperframes
Read first to make, edit, animate or render any video with HyperFrames (HTML rendered to video), including launch films, explainers, music videos, charts, maps, vertical clips, title cards, captions and overlays. Holds the render contract, the work loop and what each kind of video needs.
media-use
heygen-com/hyperframes
Get or make any media for a HyperFrames video - music, sound effects, images, icons, logos, voiceover, avatar and generated video, transcripts, cutouts, colour grades and looks - with HeyGen or free local tools, and mix placed audio. Also for footage that looks dark, flat or dull, or should be stylized or hidden.
hyperframes-registry
heygen-com/hyperframes
About 450 ready-made HyperFrames blocks and components installed as editable source - transitions, overlays, titles, kinetic type, captions, charts, map overlays, 3D, camera moves. Use it before hand-building any named visual (CRT scanlines, glitch, film grain, a chart); also for hyperframes add and catalog.
hyperframes-creative
heygen-com/hyperframes
Non-animation creative direction for HyperFrames videos. Use for design spec (frame.md / design.md) handling, palettes, typography, narration, beat planning, audio-reactive visuals, composition patterns, and brand / style decisions. For atomic motion patterns and scene blueprints, use hyperframes-animation.
ai-video-generation
101-skills/superpowers
Generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI. Models: Veo 3.1, Veo 3, Seedance 2.0, HappyHorse 1.0, Wan 2.5, Grok Imagine Video, OmniHuman, Fabric, HunyuanVideo. Capabilities: text-to-video, image-to-video, reference-to-video, video editing, lipsync, avatar animation, video upscaling, foley sound. Use for: social media videos, marketing content, explainer videos, product demos, AI avatars. Triggers: video generation, ai video, text to video, image to video, veo, animate image, video from image, ai animation, video generator, generate video, t2v, i2v, ai video maker, create video with ai, runway alternative, pika alternative, sora alternative, kling alternative, seedance, happyhorse
ai-image-generation
101-skills/superpowers
Generate AI images with GPT-Image-2, FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: GPT-Image-2, FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image, gpt image, openai image, chatgpt image