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visual-review

Automate visual reviews of web UIs via the MCP server.

Updated Feb 3, 2026
Search Tags:#automation#testing#ui#playwright#mcp server#visual review
One-click install
npx skills add https://github.com/qdouble/stack-contracts --skill visual-review-qdouble
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: visual-review
Source: https://github.com/qdouble/stack-contracts/tree/main/.agent/skills/visual-review
Command: npx skills add https://github.com/qdouble/stack-contracts --skill visual-review-qdouble

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of performing visual reviews of web UIs, ensuring that changes do not introduce unintended visual regressions.

Core Features & Use Cases

  • Automated Visual Testing: Executes visual reviews against specified web URLs using the MCP server.
  • Artifact Retrieval: Fetches detailed reports, screenshots, and other artifacts generated during the review process.
  • Use Case: After deploying a new feature to a web application, use this Skill to perform a comprehensive visual review to catch any UI inconsistencies or bugs before they reach users.

Quick Start

Run a visual review of the Stack Contracts Visual Target by executing the provided curl commands against the MCP server.

Frequently Asked Questions about visual-review

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

FAQPage Schema
How do I automate visual reviews for UI regressions after deployment?▼

Automated visual reviews register tokens and start runs via the MCP server to check web UIs for regressions. You get screenshots and assertion artifacts detailing any unintended visual changes caused by recent code updates.

What is the best way to retrieve screenshots and artifacts from a visual review run?▼

To retrieve visual review artifacts, the process polls the MCP server for run results and fetches generated reports and screenshots. This automated artifact retrieval provides detailed visual feedback on UI inconsistencies and bugs.

Does visual review automation require an MCP server to run?▼

Yes, automated visual review requires an active MCP server. The process executes by interacting with the server at http://127.0.0.1:4040 to register tokens, start review runs, and poll for completion.

Can I use this visual review process to catch UI inconsistencies before they reach users?▼

Yes, you can perform a comprehensive visual review against specified web URLs to catch UI inconsistencies. The process fetches detailed reports and artifacts generated during the review to identify bugs before users see them.

How does the visual review process actually execute against a web application?▼

The visual review process executes by automating interactions with the MCP server. It registers tokens, starts review runs against target web URLs, polls for results, and retrieves artifacts like screenshots and assertions.

When do I need to run an automated visual review of my web UI?▼

You need an automated visual review when deploying new features to a web application. It ensures that code changes do not introduce unintended visual regressions, catching UI inconsistencies and bugs before they reach users.

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