minimax-image-understanding
使用多模态大模型理解图片内容，生成业务含义描述。支持多种模型：(1) MiniMax VLM (2) OpenAI GPT-4V (3) Claude Vision。用于理解截图、图表、文档照片等，生成精准的文字描述。
Best use case
minimax-image-understanding is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
使用多模态大模型理解图片内容，生成业务含义描述。支持多种模型：(1) MiniMax VLM (2) OpenAI GPT-4V (3) Claude Vision。用于理解截图、图表、文档照片等，生成精准的文字描述。
Teams using minimax-image-understanding should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/minimax-image-understanding/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How minimax-image-understanding Compares
| Feature / Agent | minimax-image-understanding | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
使用多模态大模型理解图片内容，生成业务含义描述。支持多种模型：(1) MiniMax VLM (2) OpenAI GPT-4V (3) Claude Vision。用于理解截图、图表、文档照片等，生成精准的文字描述。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# 图片理解 调用多模态大模型理解图片，生成精准的业务描述。 ## 支持的模型 | 模型 | 环境变量 | 说明 | |------|----------|------| | MiniMax VLM | `MINIMAX_API_KEY`, `MINIMAX_API_HOST` | 默认，推荐用于中文理解 | | OpenAI | `OPENAI_API_KEY` | GPT-4V | | Anthropic | `ANTHROPIC_API_KEY` | Claude Vision | ## 使用方法 ### 前提条件 设置对应模型的环境变量（至少一个）： ```bash # MiniMax（默认） export MINIMAX_API_KEY="your-minimax-key" export MINIMAX_API_HOST="https://api.minimaxi.com" # 或 OpenAI export OPENAI_API_KEY="your-openai-key" # 或 Anthropic export ANTHROPIC_API_KEY="your-anthropic-key" ``` ### 调用脚本 ```bash python3 <skill>/scripts/understand_image.py <图片路径> [model] [prompt] ``` **参数：** - 图片路径：本地图片文件（PNG、JPG、JPEG、GIF、WebP） - model（可选）：`minimax`（默认）、`openai`、`anthropic` - prompt（可选）：自定义提示词 ### 示例 ```bash # 使用默认（MiniMax） python3 ~/.openclaw/workspace/skills/minimax-image-understanding/scripts/understand_image.py /path/to/image.png # 指定模型 python3 ~/.openclaw/workspace/skills/minimax-image-understanding/scripts/understand_image.py /path/to/image.png openai # 自定义提示词 python3 ~/.openclaw/workspace/skills/minimax-image-understanding/scripts/understand_image.py /path/to/image.png minimax "描述图表中的数据趋势" ``` ## 输出 直接输出图片的业务含义描述，不再罗列元素位置，聚焦数据内容和业务逻辑。
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