agentation-self-driving

Watch your page receive actionable design feedback.

UI design review

What it does

Adds autonomous design critique annotations to a web page in a visible browser.

When to use it

Use when the user requests an autonomous UI critique or design annotations on a web page.

Give it a web page URL; it adds design critique annotations in a visible browser.

What you provide

This skill

Agentation annotations

Write

Adds design critique annotations

configured HTTP endpoint

Write

Sends annotations to an endpoint

target web page

Read

Inspects the target web page

headed browser process

Execute

Starts a visible browser

The Agentation toolbar must be installed on the target page.

The agent-browser skill must be available to run the browser workflow.

A running, connected MCP server enables the optional two-session workflow.

The optional two-session workflow requires the toolbar endpoint and agent to use the same HTTP server.