xiaohongshu-lowtop

Retrieve Xiaohongshu low-follower viral notes from the RedFox API and compile ranked lists with engagement analytics.

326|43|Updated May 12, 2026
One-click install
npx skills add https://github.com/redfox-data/redfox-community --skill xiaohongshu-lowtop
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: xiaohongshu-lowtop
Source: https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-lowtop
Command: npx skills add https://github.com/redfox-data/redfox-community --skill xiaohongshu-lowtop

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests>=2.28.0, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

通过抓取并排序小红书低粉笔记的数据,提供高互动样本的榜单与可操作的规律分析,帮助内容创作者快速找到可复用的选题与写法。

Core Features & Use Cases

  • 分类筛选与 TOP50 榜单:按粉丝数与互动阈值筛选,输出可直接用于内容策划的前20/前50笔记清单,并附带作者、时间、互动数据等元信息。
  • 爆款规律分析:自动拆解标题类型与内容主题分布,提炼可复用的写作模板与选题方向,帮助内容策略落地执行。
  • 数据获取与安全:提供简易的 API Key 鉴权、缓存机制与 HTML/MD 报告生成功能,方便本地离线分析与分享。
  • 日常使用场景:面向小红书创作者、内容运营和 MCN 机构,支持历史日期查询与每日榜单订阅。

Quick Start

用自然语言描述你想要查询的分类与日期,系统将返回该分类的低粉爆款榜单与规律分析。

Frequently Asked Questions about xiaohongshu-lowtop

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

FAQPage Schema
How to find Xiaohongshu low-follower viral notes for content planning?

Xiaohongshu low-follower viral notes analysis works by retrieving data from the RedFox API and applying filters for followers under 5000 and posts exceeding engagement thresholds. It compiles a ranked list with engagement analytics, rendered as markdown and HTML reports.

What engagement thresholds are needed to identify low-fans viral posts on Xiaohongshu?

Xiaohongshu low-fans viral posts require filtering for categories with followers under 5000 and posts exceeding defined engagement thresholds. The system retrieves this data via the RedFox API to compile a ranked analytics list.

Do I need an API key to retrieve Xiaohongshu engagement data and generate ranking reports?

Yes, retrieving Xiaohongshu engagement data requires a valid API key for RedFox API authentication. The system handles multi-source key retrieval to fetch ranking data, which is then cached and rendered into markdown and HTML reports.

Can I query historical Xiaohongshu low-follower rankings by specific dates and categories?

Yes, querying historical Xiaohongshu low-follower rankings supports date-based queries and category matching. By providing a natural language description of the target dates and categories, the system retrieves the corresponding viral note data.

How does the Xiaohongshu viral note analysis extract reusable writing patterns?

Xiaohongshu viral note analysis extracts reusable writing patterns by automatically breaking down title types and content topic distributions from retrieved low-follower notes. This distills actionable writing templates and topic directions for content strategy execution.