modelscope-zimage-generator

from haiyuan-ai/agent-skills

Agent Skills

0 stars0 forksUpdated Jan 24, 2026
npx skills add https://github.com/haiyuan-ai/agent-skills --skill modelscope-zimage-generator

SKILL.md

ModelScope Z-Image Generator

Generate images using ModelScope's Z-Image series models.

IMPORTANT: Response Format

After generating an image, you MUST:

  1. Use the Python script to generate the image
  2. Respond with ONLY a simple text message like: "Image saved to: /path/to/output.jpg"
  3. DO NOT include the image URL in your response
  4. DO NOT try to display or reference the image URL - this will cause errors with non-multimodal models

The user can view the generated image at the file path you provide.

Prerequisites

Get your ModelScope API key from: https://modelscope.cn/my/myaccesstoken

The script will automatically prompt for your API key the first time you use it and offer to save it for future use.

Optional: Manual Configuration

You can also manually configure the API key:

Config file:

mkdir -p ~/.config/modelscope
cat > ~/.config/modelscope/config.json << EOF
{
  "api_key": "ms-your-api-key-here"
}
EOF

Environment variable:

export MODELSCOPE_API_KEY="ms-your-api-key-here"

Quick Start

Use the Python script to generate images:

cd /Users/ningoo/.claude/skills/modelscope-image-generator/scripts
python generate_image.py "A golden cat" output.jpg

Models

Available Z-Image models:

  • Tongyi-MAI/Z-Image-Turbo (default, fast generation)
  • Tongyi-MAI/Z-Image-Base (higher quality)
  • Tongyi-MAI/Z-Image-Edit (image editing)

Specify a different model using the third argument:

python generate_image.py "A golden cat" output.jpg "Tongyi-MAI/Z-Image-Base"

LoRA Support

Single LoRA:

"loras": "<lora-repo-id>"

Multiple LoRAs (weights must sum to 1.0):

"loras": {"<lora-id1>": 0.6, "<lora-id2>": 0.4}

API Flow

  1. Submit generation request with X-ModelScope-Async-Mode: true
  2. Receive task_id in response
  3. Poll /v1/tasks/{task_id} with X-ModelScope-Task-Type: image_generation
  4. Wait for status SUCCEED or FAILED
  5. Download image from output_images[0] URL

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LicenseMIT License