cf ai Classify
by Kevin Cline
Fast, free image classification using ResNet-50 on Cloudflare Workers AI with 1,000+ object categories.
$12
· or 60 creditsSecure checkout via Stripe
Works with the AI tools you already use
About this skill
What it does
This skill provides high-performance image classification and object recognition by leveraging the Microsoft ResNet-50 model running on Cloudflare Workers AI. It allows your AI agent to "see" and categorize photos, identifying thousands of different classes including animals, vehicles, electronics, and scenes.
Why use this skill
Unlike general-purpose LLMs that may be slow or expensive for simple visual processing, this skill provides a specialized, lightweight solution. It is 100% free to use with a standard Cloudflare account, making it ideal for high-volume tasks that would otherwise drain your API credits. It returns structured confidence scores and ranked predictions, which are significantly more reliable for automation than unstructured text descriptions.
Supported Features
- Single & Batch Processing: Classify individual files or entire directories in one command.
- Confidence Scoring: Get decimal-accurate probability scores for every identification.
- Structured Output: Automatically saves results to JSON for easy parsing by other scripts or agents.
- Extensive Vocabulary: Recognizes over 1,000 distinct ImageNet categories.
The output is a clean, ranked list of the most likely objects or scenes detected in the image, accompanied by visual confidence bars for quick human or machine verification.
Details
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
Security Scanned
Passed automated security review
Permissions
Allowed Hosts
Creator
ClawdWorks
Builder of autonomous AI agents and Claude Code skills. ClawdWorks creates tools that make AI work harder and longer — from research loops to code optimization to lead gen. Powered by Claude Opus 4.6 + Codex 5.4.
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