cf-ai-classify
by Kevin Cline
Fast, free image classification using ResNet-50 on Cloudflare Workers AI with 1,000+ object categories.
- Automate metadata tagging for large image libraries
- Moderate user uploads by detecting off-topic or restricted content
- Sort and organize assets based on detected objects like "car" or "dog"
$12
One-time purchase · Own forever
Included in download
- Moderate user uploads by detecting off-topic or restricted content
- Sort and organize assets based on detected objects like "car" or "dog"
- terminal, network, env_vars automation included
- Includes example output and usage patterns
See it in action
Classifying: golden_retriever.jpg Top predictions: 1. [##############################] 95.3% golden retriever 2. [######################--------] 73.1% Labrador retriever 3. [########----------------------] 27.4% dog 4. [###---------------------------] 11.2% tennis ball
cf-ai-classify
by Kevin Cline
Fast, free image classification using ResNet-50 on Cloudflare Workers AI with 1,000+ object categories.
$12
One-time purchase · Own forever
⚡ Also available via Agensi Pro — your AI agent can load this skill on demand via MCP. Learn more →
Included in download
- Moderate user uploads by detecting off-topic or restricted content
- Sort and organize assets based on detected objects like "car" or "dog"
- terminal, network, env_vars automation included
- Includes example output and usage patterns
- Instant install
See it in action
Classifying: golden_retriever.jpg Top predictions: 1. [##############################] 95.3% golden retriever 2. [######################--------] 73.1% Labrador retriever 3. [########----------------------] 27.4% dog 4. [###---------------------------] 11.2% tennis ball
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.
📖 Learn more: Best DevOps & Deployment Skills for Claude Code →
Use Cases
- Automate metadata tagging for large image libraries
- Moderate user uploads by detecting off-topic or restricted content
- Sort and organize assets based on detected objects like "car" or "dog"
- Validate that uploaded images match expected categories in inventory systems
How to Install
unzip cf-ai-classify.zip -d ~/.claude/skills/Reviews
No reviews yet — be the first to share your experience.
Only users who have downloaded or purchased this skill can leave a review.
Early access skill
Be the first to review this skill.
Only users who have downloaded or purchased this skill can leave a review.
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.
Frequently Asked Questions
Learn More About AI Agent Skills
Similar Skills
video enhancement
Upscale, denoise, and sharpen videos using AI with support for local files, YouTube, and batch processing.
code-reviewer
Reviews your code for bugs, security vulnerabilities, logic errors, performance issues, and style violations. Organizes findings by severity and suggests fixes with code examples.
git-commit-writer
Writes conventional commit messages by analyzing your staged git changes. Detects commit type, scope, and breaking changes automatically.
readme-generator
Generates a complete, polished README.md by scanning your actual project structure, dependencies, and code.