screenshot-analyzer

Name: screenshot-analyzer
Availability: InStock
Author: leeoxiang

Extract product features, UI patterns, and interactions from screenshots into prioritized task lists and checklists.

340|43|Updated Dec 20, 2025

Search Tags:#automation #multi-agent #prd #screenshot #ui-analysis #task-planning #feature-extraction

Ready to run

npx skills add https://github.com/notedit/happy-skills --skill screenshot-analyzer-notedit

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: screenshot-analyzer
Source: https://github.com/notedit/happy-skills/tree/main/skills/screenshot-analyzer
Command: npx skills add https://github.com/notedit/happy-skills --skill screenshot-analyzer-notedit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzing product screenshots manually is time-consuming and error-prone; this skill automates the identification of features, UI patterns, and interactions from visual references to accelerate product planning and design decisions.

Core Features & Use Cases

Extract UI components, layout patterns, and user interactions from screenshots to build a comprehensive feature list.
Generate a prioritized task checklist that can drive design reviews, PRD creation, and development planning.
Support batch analysis across multiple screens or products and deduplicate overlapping features for a clean backlog.

Quick Start

Provide a screenshot file or directory path and receive a ready-to-act feature list and task checklist.

Frequently Asked Questions about screenshot-analyzer

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

FAQPage Schema

How do I extract product features and UI patterns from screenshots?▼

To extract product features and UI patterns from screenshots, you can use an automated analysis tool that identifies components, layout patterns, and interactions from visual references. It processes single or batch screenshots to output a structured feature list and prioritized task checklist.

Can I analyze multiple product screenshots at once to generate a unified task plan?▼

Yes, you can analyze multiple product screenshots at once to generate a unified task plan. Batch analysis across different screens or products automatically deduplicates overlapping features, producing a clean backlog and a structured checklist for development planning.

What is the best way to turn visual UI references into a prioritized development backlog?▼

The best way to turn visual UI references into a prioritized development backlog is by automating feature extraction from screenshots. This process identifies user interactions and components, directly translating visual designs into a ready-to-act task checklist for PRD creation and design reviews.

Does screenshot analysis work for generating a PRD and task checklist without manual review?▼

Screenshot analysis works for generating a PRD and task checklist by automating the identification of UI patterns and interactions. It produces a structured task plan with notes on edge cases and deduplication, significantly reducing manual review time and accelerating product planning.

What format should I provide screenshots in for automated feature extraction and task planning?▼

For automated feature extraction and task planning, you should provide screenshots as a file or directory path. The system processes these visual inputs to identify UI components and interactions, outputting a comprehensive feature list and prioritized tasks in a defined structured format.

How do I deduplicate overlapping features when analyzing batch screenshots across different products?▼

To deduplicate overlapping features when analyzing batch screenshots across different products, use an automated extraction tool. It processes multiple screens simultaneously, cleaning the backlog by identifying and merging duplicate UI patterns and interactions into a unified task checklist.