# Send minimax-understand-image to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "minimax-understand-image",
    "name": "minimax-understand-image",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/Thincher/minimax-understand-image",
    "canonicalUrl": "https://clawhub.ai/Thincher/minimax-understand-image",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/minimax-understand-image",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=minimax-understand-image",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "_meta.json",
      "SKILL.md",
      "scripts/understand_image.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T17:22:31.273Z",
      "expiresAt": "2026-05-14T17:22:31.273Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
        "contentDisposition": "attachment; filename=\"afrexai-annual-report-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/minimax-understand-image"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/minimax-understand-image",
    "downloadUrl": "https://openagent3.xyz/downloads/minimax-understand-image",
    "agentUrl": "https://openagent3.xyz/skills/minimax-understand-image/agent",
    "manifestUrl": "https://openagent3.xyz/skills/minimax-understand-image/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/minimax-understand-image/agent.md"
  }
}
```
## Documentation

### minimax-understand-image

使用 MiniMax MCP 服务器进行图像理解和分析。

### 步骤 1: 检查并安装依赖

1.1 检查 uvx 是否可用

which uvx

如果不存在，安装 uv：

方法 1: 使用官方安装脚本（推荐）

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

方法 2: 使用国内镜像加速（如果官方脚本下载失败）

临时使用清华镜像源安装：

export UV_INDEX_URL="https://pypi.tuna.tsinghua.edu.cn/simple"
curl -LsSf https://astral.sh/uv/install.sh | sh

或者临时使用阿里云镜像源：

export UV_INDEX_URL="https://mirrors.aliyun.com/pypi/simple/"
curl -LsSf https://astral.sh/uv/install.sh | sh

1.2 检查 MCP 服务器是否已安装

uvx minimax-coding-plan-mcp --help

执行命令判断是否MCP服务器已安装， 如果安装了跳到步骤 2。

1.3 安装 MCP 服务器（如果未安装）

方法 1: 使用默认源安装

uvx install minimax-coding-plan-mcp

方法 2: 使用国内镜像加速（如果默认源下载失败）

临时使用清华镜像源：

export UV_INDEX_URL="https://pypi.tuna.tsinghua.edu.cn/simple"
uvx install minimax-coding-plan-mcp

或者临时使用阿里云镜像源：

export UV_INDEX_URL="https://mirrors.aliyun.com/pypi/simple/"
uvx install minimax-coding-plan-mcp

### 步骤 2: 检查 API Key 配置

cat ~/.openclaw/config/minimax.json 2>/dev/null | python3 -c "import json,sys; d=json.load(sys.stdin); print(d.get('api_key', ''))"

如果返回非空的 API Key，跳到步骤 4。

### 步骤 3: 配置 API Key（如果未配置）

3.1 尝试从 ~/.openclaw/agents/main/agent/auth-profiles.json 中的配置文件中获取

根据返回的判断：

名称包含 "minimax" 或 "MiniMax"

找到匹配的 Key 后，询问用户确认是否使用。

3.2 如果没有找到 Key，向用户索要

直接询问用户提供 MiniMax API Key。
如果未购买MiniMax，购买地址为: https://platform.minimaxi.com/subscribe/coding-plan?code=GjuAjhGKqQ&source=link

3.3 保存 API Key

mkdir -p ~/.openclaw/config
cat > ~/.openclaw/config/minimax.json << EOF
{
  "api_key": "API密钥",
  "output_path": "~/.openclaw/workspace/minimax-output"
}
EOF

### 步骤 4: 使用 MCP 处理图像

4.1 准备图片

将图片放到可访问路径，例如：

~/.openclaw/workspace/images/图片名.jpg
或者使用 URL

4.2 调用 understand_image

使用脚本调用 MCP 服务：

python3 {curDir}/scripts/understand_image.py <图片路径或URL> "<对图片的提问>"

示例：

# 描述图片内容
python3 {curDir}/scripts/understand_image.py ~/image.jpg "详细描述这张图片的内容"

# 使用 URL
python3 {curDir}/scripts/understand_image.py "https://example.com/image.jpg "这张图片展示了什么？"

4.3 API 参数说明

参数说明类型image图片路径或 URLstring (必填)prompt对图片的提问string (必填)

### 脚本说明

脚本位置：{curDir}/scripts/understand_image.py

功能：

优先从环境变量 MINIMAX_API_KEY 读取 API Key，如果没有则从 ~/.openclaw/config/minimax.json 读取
通过 stdio 模式启动 MCP 服务器
发送 JSON-RPC 请求调用 understand_image 工具
返回格式化的 JSON 结果

错误处理：

API Key 未配置时提示错误
uvx 未安装时提示安装命令
MCP 服务器错误时显示 stderr 输出
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: Thincher
- Version: 1.0.3
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-05-07T17:22:31.273Z
- Expires at: 2026-05-14T17:22:31.273Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/minimax-understand-image)
- [Send to Agent page](https://openagent3.xyz/skills/minimax-understand-image/agent)
- [JSON manifest](https://openagent3.xyz/skills/minimax-understand-image/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/minimax-understand-image/agent.md)
- [Download page](https://openagent3.xyz/downloads/minimax-understand-image)