eagle-eye

Extract structured insights from images, diagrams, charts, and PDFs.

1|Updated Jan 14, 2026
One-click install
npx skills add https://github.com/phanijapps/zbot --skill eagle-eye
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: eagle-eye
Source: https://github.com/phanijapps/zbot/tree/main/gateway/templates/skills/eagle-eye
Command: npx skills add https://github.com/phanijapps/zbot --skill eagle-eye

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Visual content can be hard to interpret directly; Eagle Eye helps extract structured insights from images, diagrams, charts, screenshots, or PDFs by using a multimodal analysis tool, enabling accurate understanding even when a model is text-only.

Core Features & Use Cases

  • Visual content analysis: extract data, labels, and layout insights from images, charts, diagrams, and PDFs.
  • Structured outputs: generate tables, summaries, and actionable insights from visuals for reports, UI reviews, or documentation.
  • Use Case: review a product screenshot to identify UI elements and extract key metrics from a chart.

Quick Start

Analyze the provided image, chart, or PDF using multimodal_analyze to return a structured insight summary.

Frequently Asked Questions about eagle-eye

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract data from a chart image?

To extract data from a chart image, visual analysis processes the graphic to return structured outputs like tables and summaries. This approach identifies key metrics, labels, and layout insights directly from visual content.

Can I analyze a PDF to extract structured insights?

Yes, you can analyze a PDF to extract structured insights by leveraging multimodal analysis. This processes the document's visual content to generate actionable summaries, layout understanding, and data extraction for reports.

What is visual content analysis for document understanding?

Visual content analysis for document understanding is the process of interpreting images, diagrams, and PDFs to extract structured data. It enables accurate interpretation of visual layouts, labels, and metrics without relying solely on text.

How do I review a UI screenshot to identify visual elements?

To review a UI screenshot and identify visual elements, multimodal analysis evaluates the image to return structured layout insights. This enables accurate identification of UI components and layout structures for documentation.

Does multimodal analysis work with text-only models for image analysis?

Multimodal analysis works with text-only models for image analysis by processing the visual content and returning structured text outputs. This allows text-based systems to understand images, charts, and diagrams without direct vision capabilities.

What are the limitations of diagram analysis when extracting structured outputs?

Limitations of diagram analysis when extracting structured outputs include the complexity of the visual content and the configurable detail level. Highly intricate or low-resolution diagrams may yield less accurate data extraction and layout insights.