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countbot-ai avatar

Image Analysis

countbot-ai/countbot
279 installs762 starsMIT
Summary

This routes image analysis requests to either Zhipu's GLM-4V or Qwen's VL models instead of using local libraries like PIL or pytesseract. You point it at local files, URLs, or even videos, and it handles the API calls and base64 encoding. The thinking mode flag on Zhipu is worth knowing about for complex tasks like object localization where you need better reasoning. It's clearly built for a Chinese-language bot framework (CountBot) but the command structure is straightforward. Zhipu offers a free tier which makes it practical for prototyping, while Qwen apparently handles document parsing better. The multi-image comparison feature is handy for spot-the-difference tasks.

Install to Claude Code

npx -y skills add countbot-ai/countbot --skill image-analysis --agent claude-code

Installs into .claude/skills of the current project.

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CodeScene MCP ServerCodeScene MCP Server
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Files
SKILL.md

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Featured
CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
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build now →
Categories
Office & Documents
First SeenJun 3, 2026
View on GitHub

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