What file formats does the Vision & Multimodal skill support?

The skill supports JPEG, PNG, WebP, and PDF files. It also supports GIFs, though currently only the first frame is analyzed.

How can I reduce the token cost of image analysis?

The skill recommends resizing images to a maximum dimension of 1568px. This optimization typically results in a 30-50% token saving while maintaining high accuracy.

Is this skill suitable for high-accuracy OCR?

It is excellent for structured text extraction from documents, tables, and UI elements, though it may struggle with very small or highly stylized handwriting.

Can I compare multiple images in a single request?

Yes, you can include and compare up to 100 images per request, which is ideal for visual regression testing or comparing design iterations.

Vision & Multimodal Capabilities

Name: Vision & Multimodal Capabilities
Author: Lobbi-Docs

byLobbi-Docs

데이터 과학 및 ML

Powers Claude with advanced visual perception to analyze images, process PDFs, and extract structured data from visual inputs.

소개

The Vision & Multimodal skill bridges the gap between text and visual data, allowing Claude to interpret images, screenshots, and complex documents with high precision. It provides standardized implementation patterns for encoding visual media, performing OCR-like text extraction, and analyzing technical charts or diagrams. Whether you are automating document workflows, auditing UI layouts, or extracting data from receipts, this skill optimizes visual processing while offering strategies to minimize token consumption through efficient image resizing.

주요 기능

Multi-image support for visual comparisons and few-shot visual learning
Token optimization patterns to reduce costs by up to 50%
Comprehensive PDF processing and document understanding via Files API
Advanced image analysis and detailed visual description generation
0 GitHub stars
OCR-style text and table extraction from screenshots and documents

사용 사례

Analyzing technical architecture diagrams to generate documentation or identify bottlenecks
Performing visual UI audits and accessibility checks on website screenshots
Automating data entry by converting images of invoices or receipts into structured JSON

소개

주요 기능

Multi-image support for visual comparisons and few-shot visual learning
Token optimization patterns to reduce costs by up to 50%
Comprehensive PDF processing and document understanding via Files API
Advanced image analysis and detailed visual description generation
0 GitHub stars
OCR-style text and table extraction from screenshots and documents

사용 사례

Analyzing technical architecture diagrams to generate documentation or identify bottlenecks
Performing visual UI audits and accessibility checks on website screenshots
Automating data entry by converting images of invoices or receipts into structured JSON