agentation-self-driving

Navigates web pages and injects feedback annotations via the Agentation toolbar.

1|Updated Jun 30, 2026

Search Tags:#automation #design #ui #ux #critique #annotation #agent-browser

Ready to run

npx skills add https://github.com/Itinerant18/Urban-assist --skill agentation-self-driving-itinerant18

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agentation-self-driving
Source: https://github.com/Itinerant18/Urban-assist/tree/main/.cursor/skills/agentation-self-driving
Command: npx skills add https://github.com/Itinerant18/Urban-assist --skill agentation-self-driving-itinerant18

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires agent-browser, and includes references (resource) components.

What problem does it solve?

This skill removes the manual burden of performing repetitive design reviews by enabling an AI agent to autonomously navigate a web page, identify UI issues, and log actionable design feedback.

Core Features & Use Cases

Autonomous Annotation: Automatically scans web pages to identify and annotate UI/UX issues using the Agentation toolbar.
Two-Session Workflow: Coordinates with a second agent session to perform a full loop of critique-and-fix, where one agent identifies issues and the other applies code changes.
Use Case: Use this during a design sprint to have an AI agent perform a comprehensive visual audit of your staging environment, providing specific CSS and layout recommendations for every component on the page.

Quick Start

Launch the agentation self-driving mode to begin an autonomous design critique of the current web page.

Frequently Asked Questions about agentation-self-driving

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

FAQPage Schema

How do I automate UI design critique and visual QA for web pages?▼

Autonomous UI design critique uses an AI agent to navigate web pages, identify visual issues, and inject feedback annotations via the Agentation toolbar, replacing repetitive manual design reviews.

Can I use agent-browser to automatically annotate front-end layout issues?▼

Yes, the agent-browser dependency enables the AI to execute coordinate-based interactions and DOM evaluations in a headed browser, allowing it to automatically annotate front-end layout issues and provide CSS recommendations.

Do I need a headed browser environment to run autonomous design reviews?▼

Yes, a headed browser environment is required to execute the coordinate-based interactions and DOM evaluations necessary for the agent to scan the page and apply visual quality assurance annotations.

What's the best way to coordinate a design critique and automated code fix workflow?▼

The best way to coordinate a critique-and-fix workflow is using a two-session approach where one AI agent identifies UI issues and a second agent applies the code changes suggested by the design feedback.

Does autonomous design critique check for design system compliance?▼

Yes, autonomous design critique applies to front-end workflows requiring visual quality assurance and design system compliance by evaluating the DOM and providing specific layout recommendations for components.