image-analysis SKILL.md skillA
image-analysis from countbot-ai/countbot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add countbot-ai/countbot/image-analysis@git:20261026.c97633fPins git:20261026.c97633f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- countbot-ai/countbot
- Path
workspace/skills/image-analysis/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261026.c97633f, committed Oct 26, 2026
- First version recorded
- Mar 4, 2026
- Size
- 3,161 bytes
- Repository stars
- 784
- License
- MIT
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，以及主模型不支持图片输入或需要独立视觉模型复核时。多模态主模型能直接查看附件时不需要调用。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 图片分析与识别
支持智谱 GLM-4V 和千问 Qwen-VL 两种视觉模型。
当主模型无法直接查看图片、需要独立视觉模型复核，或需要专门的 OCR 时使用此技能。多模态主模型已经能直接看到附件时，不要重复调用。
## 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
…Read the whole file at its exact version.
How to install
mdr add countbot-ai/countbot/image-analysis@sha256:62c815f27bac5b3aThe line at the top of this page pins the label git:20261026.c97633f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_d7bent5aa2i73rhp)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 4, 2026 and Oct 26, 2026, about one every 236 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.c97633f latest | 2026-10-26 | c97633f | 3,161 B | A | view · diff |
| git:20260304.c40dbb2 | 2026-03-04 | c40dbb2 | 3,031 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3161 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
countbot-ai/countbot · 784 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_d7bent5aa2i73rhp GET https://markdownregistry.com/api/v1/resolve?ref=countbot-ai/countbot/image-analysis GET https://markdownregistry.com/api/v1/blob/62c815f27bac5b3ab7825428b6a1adfc1b8afdc49ebecbf24fed2fbcca08e2b1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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