image-analysis

Process local and network images, video, and files for OCR, object detection, and scene understanding.

762|97|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/countbot-ai/CountBot --skill image-analysis-countbot-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: image-analysis
Source: https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/image-analysis
Command: npx skills add https://github.com/countbot-ai/CountBot --skill image-analysis-countbot-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) components.

What problem does it solve?

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,不要使用 PIL、pytesseract 等其他方法。

Core Features & Use Cases

  • 支持智谱 GLM-4V 和千问 Qwen-VL 两种视觉模型,确保在不同场景均可使用。
  • 当用户发送图片或要求分析图片时必须使用此技能,统一入口,避免绕过工具。
  • 配置与调用:通过 skills/image-analysis/scripts/config.json 配置默认模型与 API 设置,并可在 config.json 中覆盖。
  • 常见 AI 调用场景包括:图片描述、OCR 识别、物体定位、以及多图对比等。

Quick Start

Run the CLI to analyze a local image by providing its path and a descriptive prompt.

Frequently Asked Questions about image-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I perform OCR and object detection on local images?

Perform OCR and object detection on local images by providing the file path and a descriptive prompt. The skill processes local inputs, normalizes data, and routes requests to configured vision models for results.

Can I analyze network images and video files for scene understanding?

Yes, you can analyze network images and video files for scene understanding. The tool handles input normalization and web inputs, routing them to vision models to extract contextual scene information.

Do I need to configure API keys before running image analysis?

Yes, you must configure API keys and default vision models in scripts/config.json before running image analysis. This setup ensures proper model routing and successful processing of OCR and object detection tasks.

Does this image analysis tool support both GLM-4V and Qwen-VL models?

Yes, this image analysis tool supports both GLM-4V and Qwen-VL vision models. This dual-model support ensures you can leverage different visual understanding capabilities across various analysis scenarios.

What is the best way to extract text from images without using pytesseract?

The best way to extract text from images without pytesseract is using this dedicated skill. It provides a unified entry point for OCR tasks, directly calling configured vision models to bypass other Python image libraries.

Why does image analysis require input normalization and model routing?

Image analysis requires input normalization and model routing to handle diverse local and web inputs consistently. This process ensures accurate error reporting and directs requests to the correct configured vision model.