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Analyze images using GPT-4 Vision for detailed description, OCR text extraction, object recognition, and visual Q&A.
Passed 20 of 21 test cases with the skill, and 8 of 21 without it.
and 11 more in the full report
13 fixed8 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
Show the concise short-flag command using `scripts/main.py` to extract text content from `sign.png`.
| Checked | Without skill | With skill |
|---|---|---|
| The generated command contains '-i sign.png'. | Passed | Passed |
| The generated command contains '-m ocr'. | Missed | Passed |
The instructions your model reads when the skill loads.
一个基于 OpenAI GPT-4 Vision 的图片理解工具，支持图片描述、文字识别(OCR)、物体识别和图片问答。
| 功能 | 命令 | 说明 |
|---|---|---|
| 图片描述 | -m describe | 详细描述图片内容 |
| 文字提取 | -m ocr | 提取图片中的所有文字 |
| 物体识别 | -m objects | 识别并列出图片中的物体 |
| 图片问答 | -m qa | 针对图片回答问题 |
# 安装依赖
pip install openai pillow requests
set OPENAI_API_KEY=sk-your-api-key-here
python scripts/main.py -i photo.jpg -a sk-your-key
# 描述图片
python scripts/main.py -i photo.jpg -m describe
test cases passed, vs 8 / 21 without
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