Image Batch

Community

guia-matthieu

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

Overview

Publisher	guia-matthieu
Repository	`clawfu-skills`
Skill name	`image-batch`
Stars	150
Forks	27
Bundled files	2
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
2 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by guia-matthieu on GitHub. Read the source before you install it.

Installation

Install the Image Batch AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/guia-matthieu/clawfu-skills.git /tmp/clawfu-skills
mkdir -p .claude/skills
cp -r /tmp/clawfu-skills/skills/automation/image-batch .claude/skills/image-batch

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Image Batch in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Image Batch on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Image Batch is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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

bash
pip install Pillow rembg click
# For GPU-accelerated background removal:
# pip install rembg[gpu]

Commands

Resize Images

bash
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

bash
python scripts/main.py compress ./images/ --quality 80
python scripts/main.py compress ./images/ --max-size 500  # Max 500KB

Remove Background

bash
python scripts/main.py remove-bg photo.jpg
python scripts/main.py remove-bg ./products/ --output ./transparent/

Add Watermark

bash
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

bash
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

bash
# 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

bash
# 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

bash
# 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

yaml
category: automation
subcategory: image-processing
dependencies: [Pillow, rembg]
difficulty: beginner
time_saved: 5+ hours/week

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

scripts/main.py13 KB
scripts/requirements.txt1 KB

Frequently asked questions

What does the Image Batch AI skill do?

Why use Image Batch on TypingMind?

Because you install it once and use it with any model. Image Batch is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Image Batch in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/guia-matthieu/clawfu-skills/tree/main/skills/automation/image-batch. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Image Batch?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Image Batch?

As many as you like. As long as a model supports skills, you can use Image Batch with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Image Batch AI skill free?

Yes. It is published on GitHub by guia-matthieu under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Image Batch Processing

When to Use This Skill

What Claude Does vs What You Decide

Dependencies

Commands

Resize Images

Compress Images

Remove Background

Add Watermark

Convert Format

Examples

Example 1: Prepare Product Images for E-commerce

Example 2: Social Media Image Kit

Example 3: Website Image Optimization

Social Media Format Presets

Fit Modes

Output Formats

Skill Boundaries

What This Skill Does Well

What This Skill Cannot Do

Related Skills

Skill Metadata

Bundled files

Frequently asked questions

Related AI Skills

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