What kind of output does this skill generate?

It produces a structured Markdown file (typically in docs/plans/) containing a detailed checklist of features and subtasks formatted for immediate use in development workflows.

Can it analyze multiple screenshots at once?

Yes, it is designed to batch process multiple screens, identify relationships between them, and deduplicate features to create a cohesive product overview.

Does it suggest specific tech stacks or code?

No, following its core principle, it focuses on describing WHAT to build (features and interactions) based on visual references, rather than implementation details.

How does the multi-agent architecture work?

It orchestrates five specialized agents—UI, Interaction, Business, Synthesizer, and Reviewer—to analyze images from different perspectives simultaneously before merging the results into a final, validated plan.

Screenshot Feature Extractor

Name: Screenshot Feature Extractor
Author: notedit

bynotedit

•

229

Design Tools

Transforms UI screenshots into detailed product requirement documents and executable development task checklists.

About

This skill leverages a sophisticated multi-agent pipeline to deconstruct application screenshots into actionable engineering insights. By coordinating specialized agents for UI layout, interaction flows, and business logic, it automates the transition from visual design to technical planning. It is an essential tool for developers and product managers who need to rapidly prototype based on existing designs, conduct competitive feature audits, or translate static mockups into comprehensive development backlogs without manually documenting every button and state.

Key Features

Automated generation of structured Markdown task checklists with checkboxes
229 GitHub stars
Deduplication of features across various app screens for unified documentation
Multi-agent analysis covering UI, interactions, and business logic simultaneously
Integrated review phase to ensure high-quality, complete, and accurate outputs
Parallel processing of multiple screenshots for high-speed analysis

Use Cases

Extracting feature lists from competitor mobile app screenshots for market research
Converting high-fidelity UI designs into technical task lists for sprint planning
Conducting a comprehensive visual audit and gap analysis of existing application screens

About

Key Features

Automated generation of structured Markdown task checklists with checkboxes
229 GitHub stars
Deduplication of features across various app screens for unified documentation
Multi-agent analysis covering UI, interactions, and business logic simultaneously
Integrated review phase to ensure high-quality, complete, and accurate outputs
Parallel processing of multiple screenshots for high-speed analysis

Use Cases

Extracting feature lists from competitor mobile app screenshots for market research
Converting high-fidelity UI designs into technical task lists for sprint planning
Conducting a comprehensive visual audit and gap analysis of existing application screens