AB Agents Vision 👁️#

Image analysis using MiniMax VL API — simple, fast, reliable.

What It Does#

• 📸 Describe images — Get detailed scene descriptions
• 📝 Extract text — Read text from screenshots, photos, documents
• 🔍 Analyze photos — Identify objects, people, settings
• 🌐 URL support — Analyze images from the web

Quick Start#

bash

# Install
curl -LsSf https://astral.sh/uv/install.sh | sh

# Set your MiniMax API key
export MINIMAX_API_KEY="sk-cp-your-key"

# Use
./vision.sh image.jpg "Describe this image"

Usage#

bash

# Basic description
./vision.sh photo.jpg

# With custom prompt
./vision.sh screenshot.png "What text do you see?"

# URL support
./vision.sh "https://example.com/image.jpg" "Describe this"

Requirements#

• MiniMax Token Plan API key ( get one)
• Linux/macOS
• uvx (auto-installed via script)

Examples#

Screenshot analysis:

text

Input: screenshot.png + "What text is in the image?"
Output: "The screenshot shows a code editor with Python code...

Photo description:

text

Input: photo.jpg + "Describe in detail"
Output: "A person's bare foot and lower leg resting on a brown
textured waffle-weave blanket. The skin is light-toned with
visible fine hairs..."

Installation#

bash

git clone https://github.com/alexburrstudio/ab-agents-skills.git
cd ab-agents-skills/skills/vision
chmod +x vision.sh

Or via ClaWHub:

bash

clawhub install AB-Agents-Vision

Troubleshooting#

ErrorSolutionAPI Error: 1033Retry — system error on MiniMax sideNo responseCheck MINIMAX_API_KEY is set correctlySlowUse smaller images (<10MB)

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AB-Agents 🦀