xiaohongshu-ai-feed

Name: xiaohongshu-ai-feed
Availability: InStock
Author: RedFox

Retrieve and analyze Xiaohongshu AI posts into an HTML daily report.

326|43|Updated May 12, 2026

Search Tags:#ai #clustering #content-analysis #html-report #xiaohongshu #engagement-metrics #trend-reporting

Ready to run

npx skills add https://github.com/redfox-data/redfox-community --skill xiaohongshu-ai-feed

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: xiaohongshu-ai-feed
Source: https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-ai-feed
Command: npx skills add https://github.com/redfox-data/redfox-community --skill xiaohongshu-ai-feed

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and assets (resource) components.

What problem does it solve?

AI小红书信息源每日自动扫描小红书 AI 相关笔记，按互动量筛选热门内容，并智能聚类成分类卡片，最终生成可分享的精美 HTML 日报，帮助内容运营者、博主与行业分析人士快速掌握趋势。

Core Features & Use Cases

按关键词搜索小红书 AI 笔记，按点赞/分享/评论等互动指标筛选高热内容
自动聚类话题方向，基于内容标签形成稳定的日期级别热点概览
生成深色主题的日工作日报，包含封面图、指标与笔记直链，支持每日订阅
一键生成并存储日报，便于本地查看、归档与分享
场景示例：内容运营日常监测、AI领域博主的素材发现、行业分析的趋势追踪

Quick Start

运行 fetch_xhs_ai.py 以生成今日的小红书 AI 日报并自动保存到默认输出目录。

Frequently Asked Questions about xiaohongshu-ai-feed

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

FAQPage Schema

How do I track daily Xiaohongshu AI trends and generate an HTML report?▼

To track daily Xiaohongshu AI trends, this tool retrieves posts via a REST API, clusters them by tags, and generates an HTML report with engagement metrics. You simply run the provided Python script to automatically fetch, analyze, and save the daily report locally.

What is the best way to cluster Xiaohongshu content by engagement metrics?▼

The best way to cluster Xiaohongshu content is by using tag-based clustering on posts retrieved via keyword and time-range queries. This process surfaces the most engaging content by analyzing likes, shares, and comments, outputting a concise summary and a visual HTML report.

Do I need an API key to search Xiaohongshu posts for trend reporting?▼

Yes, you need an API key stored in the REDFOX_API_KEY environment variable to search Xiaohongshu posts. This key authenticates the REST API requests required to retrieve posts and calculate engagement metrics for the daily trend report.

Can I use keyword and time-range queries to filter Xiaohongshu AI posts?▼

Yes, you can use keyword and time-range queries to filter Xiaohongshu AI posts. The tool applies these parameters to the REST API to retrieve specific subsets of posts, which are then clustered by tags and evaluated for engagement metrics.

How does tag-based clustering work for Xiaohongshu content analysis?▼

Tag-based clustering for Xiaohongshu content analysis works by grouping retrieved posts into stable, date-level topic overviews based on their content tags. This method organizes high-engagement posts into categorized cards within the generated HTML report.

What are the limitations of using a REST API for Xiaohongshu trend reporting?▼

Limitations of using a REST API for Xiaohongshu trend reporting include dependency on the REDFOX_API_KEY environment variable and the `requests` library. The analysis is constrained by the available engagement metrics and the accuracy of the tag-based clustering algorithm.