analyze-xiaohongshu

Scrape Xiaohongshu notes and covers to generate a seven-dimension methodology report and dashboard.

25|1|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/zhangchitc/analyze-xiaohongshu --skill analyze-xiaohongshu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-xiaohongshu
Source: https://github.com/zhangchitc/analyze-xiaohongshu/tree/main
Command: npx skills add https://github.com/zhangchitc/analyze-xiaohongshu --skill analyze-xiaohongshu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires playwright.

What problem does it solve?

Xiaohongshu account analysis is time-consuming and manual. This Skill automates the process of scraping notes and cover images from a Xiaohongshu profile and turning them into a structured, seven-dimension methodology report.

Core Features & Use Cases

  • Accept a Xiaohongshu account URL or user ID and scrape profile notes and covers without visiting individual note detail pages.
  • Generate a Markdown methodology report, a structured JSON analysis file, and an interactive HTML dashboard for exploring the results.
  • Save data under data/<account_id>/ including profile.json, notes.json, and covers/ for reuse and auditing.

Quick Start

Provide a Xiaohongshu URL or user ID and run the skill to produce a complete seven-dimension analysis and dashboard.

Frequently Asked Questions about analyze-xiaohongshu

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

FAQPage Schema
How do I analyze a Xiaohongshu account automatically?

To analyze a Xiaohongshu account automatically, provide the profile URL or user ID. The skill scrapes notes and covers using Playwright to generate a seven-dimension methodology report, analysis JSON, and interactive dashboard.

What is a seven-dimension methodology report for social media scraping?

A seven-dimension methodology report for social media scraping reveals performance patterns from Xiaohongshu profiles. It analyzes scraped notes and covers to output structured insights in Markdown and JSON formats.

Do I need cookies to scrape Xiaohongshu account data?

Yes, you need cookies to scrape Xiaohongshu account data. The skill uses cookie-based login with Playwright to access profile cards and extract notes without visiting individual detail pages.

Can I generate an interactive dashboard from Xiaohongshu profile data?

Yes, you can generate an interactive dashboard from Xiaohongshu profile data. The skill processes scraped notes and covers to produce an HTML dashboard alongside a Markdown report and structured JSON file.

What is the best way to export Xiaohongshu notes for auditing?

The best way to export Xiaohongshu notes for auditing is using this skill, which saves scraped profile data, notes, and covers under a dedicated data directory for reuse and auditing.

Does Playwright work for scraping Xiaohongshu covers without visiting detail pages?

Yes, Playwright works for scraping Xiaohongshu covers without visiting detail pages. The skill uses Playwright to scrape profile cards directly, extracting covers and data efficiently.