agentation-self-driving

Automates web page design critiques by scanning, clicking, and annotating UI elements in a visible browser session via Agentation toolbar and agent-browser skill.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/AX-BD-Team/Discovery-X --skill agentation-self-driving
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agentation-self-driving
Source: https://github.com/AX-BD-Team/Discovery-X/tree/main/.agents/skills/agentation-self-driving
Command: npx skills add https://github.com/AX-BD-Team/Discovery-X --skill agentation-self-driving

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of providing design feedback on web pages by autonomously navigating, identifying areas for improvement, and adding annotations directly to the page.

Core Features & Use Cases

  • Autonomous Annotation: The AI agent critiques a web page by adding design feedback annotations using the Agentation toolbar.
  • Visible Interaction: The process occurs in a headed browser, allowing users to observe the AI's actions in real-time.
  • Use Case: When you need a comprehensive design review of a new landing page, you can activate this skill to have the AI automatically identify and annotate issues related to visual hierarchy, spacing, and call-to-action clarity.

Quick Start

Use the agentation-self-driving skill to autonomously critique 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 design critique for web pages?

Autonomous design critique is performed by an AI agent that scans, hovers, and clicks UI elements to add feedback annotations directly to the web page. It automates the process of identifying visual hierarchy and spacing issues in real-time.

Can I use an autonomous agent to annotate UI elements without manual input?

Yes, you can use an autonomous agent to annotate UI elements automatically. By leveraging the Agentation toolbar, the agent autonomously interacts with the page to generate and apply design critiques without manual input.

Does automated UI review work with the Agentation toolbar in a visible browser?

Yes, automated UI review works with the Agentation toolbar in a headed browser session. This setup allows you to observe the autonomous agent's actions as it scans and annotates UI elements in real-time.

What do I need to generate real-time design feedback annotations on a landing page?

To generate real-time design feedback annotations, you need the agent-browser skill available and the Agentation toolbar installed on the target page. This enables the autonomous critique of visual hierarchy and call-to-action clarity.

How does the agent handle web accessibility and spacing during an autonomous design critique?

During an autonomous design critique, the agent handles web accessibility and spacing by automatically scanning and identifying areas for improvement. It then adds annotations directly to the page to highlight these specific UI issues.