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site-deep-analyze

Analyze website structure, components, and APIs to generate a reimplementation guide.

Updated Jun 3, 2026
Search Tags:#API discovery#visual analysis#website analysis#semantic extraction#site reimplementation
One-click install
npx skills add https://github.com/moongci38-oss/forge-plugins --skill site-deep-analyze
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: site-deep-analyze
Source: https://github.com/moongci38-oss/forge-plugins/tree/main/forge-knowledge/skills/site-deep-analyze
Command: npx skills add https://github.com/moongci38-oss/forge-plugins --skill site-deep-analyze

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires playwright, tavily, tavily-mcp, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill performs a deep analysis of a website's structure and functionality, enabling the generation of a comprehensive guide for its reimplementation.

Core Features & Use Cases

  • Comprehensive Analysis: Analyzes site structure, components, APIs, and visual elements.
  • Reimplementation Guide Generation: Creates a detailed guide for re-implementing the site.
  • Use Case: Imagine you need to understand the architecture of a competitor's website to improve your own. This Skill can analyze the website and provide you with a guide to help you recreate similar features.

Quick Start

Analyze the website at 'https://example.com' and generate a reimplementation guide using the 'site-deep-analyze' skill.

Frequently Asked Questions about site-deep-analyze

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

FAQPage Schema
How do I analyze a website structure and generate a reimplementation guide?▼

You can perform website analysis for reimplementation by crawling the target URL with Playwright, running semantic extraction with Tavily MCP on the visual elements and APIs, and generating a detailed structural guide to recreate the site.

What does semantic extraction reveal about a website's APIs and components?▼

Semantic extraction processes crawled website data to identify underlying APIs, site components, and visual elements. It uses Tavily to analyze the structure, revealing functional architecture needed to generate an accurate reimplementation guide.

Do I need Playwright and Tavily MCP to perform deep site analysis?▼

Yes, Playwright, Tavily, and Tavily MCP are required dependencies. Playwright handles website crawling, while Tavily and Tavily MCP perform the semantic analysis and extraction required to map components and generate the reimplementation guide.

Can I use visual analysis to understand a competitor's website architecture?▼

Yes, visual analysis helps understand a competitor's website architecture. By crawling the site with Playwright and applying semantic extraction, the Skill analyzes components and APIs to produce a guide for recreating similar features on your own platform.

What's the best way to discover APIs used by an existing website?▼

To discover APIs used by an existing website, crawl the target URL with Playwright and apply semantic extraction using Tavily. This analysis identifies the site's APIs and components, outputting a comprehensive guide for reimplementation.

Why does website analysis require both Playwright and Tavily for site reimplementation?▼

Website analysis requires both because Playwright handles dynamic crawling to access all site components, while Tavily and Tavily MCP perform semantic extraction to understand the APIs and generate the reimplementation guide.

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