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.