Can I use this skill to analyze large PDF documents?

Yes, it includes optimized strategies for handling PDFs over 10 pages, utilizing Claude Code's native read tools to process specific page ranges incrementally.

What are the image size limits for these models?

Most providers support up to 20MB per image. The skill outlines specific pixel constraints, such as Claude's 8000x8000 limit and resizing recommendations for optimal performance.

Which models are supported by this Vision Language Model skill?

The skill provides implementation patterns for GPT-5, Claude 4.5, Gemini 2.5/3 Pro, and Grok 4, covering the full spectrum of modern multimodal AI providers.

How does this skill help manage AI vision costs?

The skill includes detailed token cost optimization guides, such as using 'low detail' modes for simple classification and selecting cost-efficient models like Gemini Flash for high-volume tasks.

Does this skill support video analysis?

It features native video analysis patterns for Gemini 2.5/3 Pro and provides frame-extraction methodologies for other models that do not yet support native video input.

Vision Language Model Integration

Name: Vision Language Model Integration
Author: yonatangross

byyonatangross

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データサイエンスとML

Integrates advanced vision-language models for image analysis, document understanding, and multimodal reasoning within Claude Code.

This skill provides production-ready patterns for integrating leading multimodal models like GPT-5, Claude 4.5, and Gemini 2.5 into your development workflow. It offers standardized implementation strategies for complex visual tasks including image captioning, OCR for documents and charts, visual question answering (VQA), and multi-image comparison. Designed for high-complexity AI tasks, it includes specific guidance on token cost optimization, size limits, and advanced PDF handling for Claude Code users.

主な機能

01Automated document, chart, and diagram analysis with structured OCR

02Native video frame analysis and object detection with bounding boxes

03Advanced multi-image comparison and visual reasoning patterns

04Optimized PDF handling strategies for large-scale document processing

0569 GitHub stars

06Multi-provider support for GPT-5, Claude 4.5, Gemini 2.5/3, and Grok 4

ユースケース

01Implementing visual UI regression testing by comparing multiple screenshots for changes

02Generating automated accessibility alt-text and descriptive image captions

03Extracting structured data and insights from complex financial charts or technical diagrams

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yonatangross/orchestkit vision-language-models

For use in Claude.ai and ChatGPT

Download Skill