image-analysis

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkDeclared2 observations
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 1eb0d6a5abc4 · 21 Oct 2026Report an issue or request a re-scan

• Publishercountbot-ai GitHub userOwner of the repository this skill is read from
• Source foldercountbot-ai/countbot/workspace/skills/image-analysisThe exact folder we audited
• LicenceMITAs the repository states it
• Commit pinned for this verdict1eb0d6a5abc4A new audit runs when the source changes
• Repository statusNot archivedLast push 10 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: 图片分析与识别,可分析本地图片、网络图片、视频、文件。适用于 OCR、物体识别、场景理解等。当用户发送图片或要求分析图片时必须使用此技能。

---
name: image-analysis
description: 图片分析与识别,可分析本地图片、网络图片、视频、文件。适用于 OCR、物体识别、场景理解等。当用户发送图片或要求分析图片时必须使用此技能。
homepage: https://github.com/countbot-ai/CountBot
---

# 图片分析与识别

支持智谱 GLM-4V 和千问 Qwen-VL 两种视觉模型。

当用户发送图片或要求分析图片时,必须使用此技能,不要使用 PIL、pytesseract 等其他方法。

## 配置

编辑 `skills/image-analysis/scripts/config.json`:

```json
{
  "default_model": "zhipu",
  "zhipu": {
    "api_key": "your-zhipu-api-key",
    "model": "glm-4.6v-flash"
  },
  "qwen": {
    "api_key": "your-qwen-api-key",
    "model": "qwen3-vl-plus"
  }
}
```

API Key 获取:
- 智谱(免费):https://open.bigmodel.cn/
- 千问:https://help.aliyun.com/zh/model-studio/get-api-key

## 命令行调用

```bash
# 分析本地图片(最常用)
python3 skills/image-analysis/scripts/vision.py analyze --image 图片路径 --prompt "描述图片内容"

# 分析网络图片
python3 skills/image-analysis/scripts/vision.py analyze --image https://example.com/image.jpg --prompt "描述图片"

# 多图对比
python3 skills/image-analysis/scripts/vision.py analyze --image img1.jpg --image img2.jpg --prompt "对比差异"

# 指定模型
python3 skills/image-analysis/scripts/vision.py analyze --image image.jpg --prompt "描述图片" --model qwen

# 开启思考模式(仅智谱,提升准确度)
python3 skills/image-analysis/scripts/vision.py analyze --image image.jpg --prompt "详细分析" --thinking

# 视频分析
python3 skills/image-analysis/scripts/vision.py analyze --video video.mp4 --prompt "总结视频内容"

# JSON 输出
python3 skills/image-analysis/scripts/vision.py analyze --image image.jpg --prompt "描述图片" --json
```

## AI 调用场景

用户发送图片后,系统下载到本地(如 `data/temp/images/xxx.jpg`):

```bash
# 图片描述
python3 skills/image-analysis/scripts/vision.py analyze --image data/temp/images/xxx.jpg --prompt "描述这张图片的内容"

# OCR 识别
python3 skills/image-analysis/scripts/vision.py analyze --image data/temp/images/xxx.jpg --prompt "提取图片中的所有文字信息"

# 物体定位(开启思考模式)
python3 skills/image-analysis/scripts/vision.py analyze --image data/temp/images/xxx.jpg --prompt "找出物体位置,返回坐标" --thinking
```

## 模型选择

| 场景 | 推荐 |
|------|------|
| 简单描述 | 任意 |
| 复杂推理、物体定位 | 智谱 + `--thinking` |
| 高精度识别、文档解析 | 千问 |
| 成本敏感 | 智谱(免费) |

## 注意事项

- 本地图片自动转 Base64,支持 jpg/png/gif/webp/bmp
- 智谱图片限制 5MB,像素不超过 6000x6000
- 千问不支持同时处理图片、视频和文件
- 思考模式会增加响应时间但提升准确度

Excerpt, first 2,125 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/countbot-ai/countbot
git -C countbot checkout 1eb0d6a5abc4

Works in

1. 2026-10-21
   ✓SAFE B 89 / 100

   first audit · source 1eb0d6a5abc4

Questions about image-analysis

• github.com/countbot-ai/countbot/tree/main/workspace/skills/image — the audited source at commit 1eb0d6a5abc4 and every finding aboveObserved · 21 Oct 2026

Spotted something wrong? Report a correction · Methodology