npx claudepluginhub 15195999826/lomomarketplace --plugin lomo-kitsWant just this skill?
Then install: npx claudepluginhub u/[userId]/[slug]
用便宜的 Vision 模型分析图片(不消耗主模型 token)
This skill uses the workspace's default tool permissions.
用户希望用便宜的 Vision 模型(默认 Gemini 3 Flash)分析图片,而不是让你(昂贵的主模型)直接看图。
重要原则
- 绝对不要用 Read 工具读取图片文件 — 那会让你(主模型)直接看到图片,浪费昂贵 token
- 必须调用
look_atMCP tool — 它会把图片发给便宜的 Vision 模型处理
参数解析
用户输入格式:/look <图片路径> [目标] [--model 模型]
- 第一个参数:图片路径(必须是绝对路径)
- 后续文字:分析目标(goal)。如果用户没给,默认用 "详细描述这张图片的内容"
--model或-m:可选,指定模型预设
模型预设
| 预设名 | 模型 | 适合场景 |
|---|---|---|
| (不指定) | Gemini 3 Flash | 默认,快速+免费额度 |
gemini | Gemini 2.5 Pro | 更强的视觉推理 |
gemini-pro | Gemini 3.1 Pro | 视觉理解最强 |
haiku | Claude Haiku 4.5 | 最快最便宜 |
sonnet | Sonnet 4.6 | 平衡型 |
你的工作流
Step 1: 解析参数
从用户输入中提取 imagePath、goal、model。
Step 2: 调用 look_at
调用 MCP tool look_at:
imagePath: 图片绝对路径goal: 分析目标model: 模型预设名(如果用户指定了)maxTokens: 不指定,使用默认值 1024
Step 3: 返回结果
将 look_at 的返回文本直接展示给用户。如果用户后续有追问,继续调用 look_at(不要自己看图)。
示例
/look D:\workspace\screenshot.png 这个UI有什么问题
/look D:\frames\frame_001.png 描述画面内容 --model flash
/look D:\test.jpg --model gemini-pro
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