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xiaohongshu-deep-research

Analyze Xiaohongshu topics and trends to generate summary reports with insights and links.

1|Updated Apr 29, 2026
Search Tags:#market research#content analysis#trend analysis#xiaohongshu#social media analysis
One-click install
npx skills add https://github.com/bailynlove/STARK-TOWER --skill xiaohongshu-deep-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: xiaohongshu-deep-research
Source: https://github.com/bailynlove/STARK-TOWER/tree/main/jarvis/skills/xiaohongshu-deep-research
Command: npx skills add https://github.com/bailynlove/STARK-TOWER --skill xiaohongshu-deep-research

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the deep research of Xiaohongshu topics, analyzing trends, and summarizing top posts to help users gather insights and generate detailed reports.

Core Features & Use Cases

  • Deep Research on Xiaohongshu: Automatically crawl and analyze posts related to a given topic.
  • Trend Analysis: Extract and summarize trends and popular topics from top posts.
  • Report Generation: Produce a summary report with insights, links, and key data points.
  • Use Case: When you need to research a Xiaohongshu topic, understand market trends, or analyze user-generated content.

Quick Start

Analyze Xiaohongshu content for the keyword "travel" and generate a report.

Frequently Asked Questions about xiaohongshu-deep-research

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

FAQPage Schema
How do I analyze Xiaohongshu topics and gather market insights automatically?▼

Xiaohongshu trend analysis works by crawling top posts for a specified topic, extracting popular themes, and summarizing the data into a report with key insights and links.

What is the best way to research Xiaohongshu content for market research?▼

For Xiaohongshu market research, an automated deep research approach extracts user-generated content, identifies trending topics, and compiles findings into a structured summary report.

Do I need a specific MCP service to crawl Xiaohongshu data for content analysis?▼

Yes, accessing the Xiaohongshu MCP service is required as a dependency to handle the data crawling and extraction necessary for analyzing social media posts.

Can I generate summary reports with links from Xiaohongshu trend analysis?▼

Yes, the report generation feature produces a summary containing extracted insights, direct links to popular posts, and key data points gathered from the Xiaohongshu trend analysis.

What are the limitations of using automated social media analysis for Xiaohongshu?▼

The primary limitation is the strict dependency on the Xiaohongshu MCP service for data crawling; without this environment setup, the Skill cannot retrieve posts or perform trend analysis.

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