Website Analysis Skill

Analyze websites with Playwright to extract metadata, tech stack, and performance metrics.

Updated Mar 15, 2026

Search Tags:#performance #accessibility #tech stack #content extraction #ux audit #website analysis

Ready to run

npx skills add https://github.com/Ambekhie/ToastIt --skill website-analysis-skill

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Website Analysis Skill
Source: https://github.com/Ambekhie/ToastIt/tree/main/skills/website-analysis
Command: npx skills add https://github.com/Ambekhie/ToastIt --skill website-analysis-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the in-depth analysis of websites, providing detailed data on their structure, content, performance, and accessibility, which is crucial for generating specific and insightful critiques.

Core Features & Use Cases

Comprehensive Data Extraction: Gathers metadata, tech stack information, design audit data, content analysis, performance metrics, and accessibility signals.
Multi-Page Analysis: Explores subpages and captures screenshots to provide a holistic view.
Use Case: Use this Skill to gather all necessary data points about a competitor's website before generating a detailed UX and design roast.

Quick Start

Analyze the website at https://example.com to gather all available data for critique.

Frequently Asked Questions about Website Analysis Skill

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

FAQPage Schema

How do I automate website analysis for performance and accessibility metrics?▼

Automate website analysis by executing a multi-step pipeline using Playwright to extract performance metrics, accessibility signals, and metadata from target web pages. This Skill runs browser automation and JavaScript evaluation to gather comprehensive data without manual inspection.

What is the best way to extract a website's tech stack and content for a UX audit?▼

Extract a website's tech stack and content by running an automated analysis pipeline that captures metadata, design audit data, and structural information. It evaluates single and sub-pages to provide a holistic view for generating specific UX critiques.

Do I need Playwright MCP tools to run a multi-page website analysis?▼

Yes, you need Playwright MCP tools for browser automation and JavaScript evaluation to run this multi-page website analysis. The Skill relies on Playwright to explore subpages, capture screenshots, and extract design and performance data automatically.

Can I gather design audit data from website subpages automatically?▼

Yes, you can gather design audit data from subpages automatically. The analysis pipeline explores subpages, captures screenshots, and extracts design audit data to provide a comprehensive view of the entire website structure for critique.

Why does automated website content extraction require browser automation?▼

Automated website content extraction requires browser automation because it needs to render dynamic page elements, execute JavaScript, and navigate through subpages. Using Playwright ensures accurate capture of performance metrics and accessibility signals that static scraping cannot retrieve.

What are the limitations of using Playwright for website performance analysis?▼

Limitations of using Playwright for website performance analysis include dependency on MCP tools for browser automation and potential execution overhead from rendering multiple subpages. It is designed for comprehensive data extraction rather than high-frequency monitoring.