Home / redfox-data / redfox-community-dsh · GitHub

xiaohongshu-search SKILL.md skillA

xiaohongshu-search from redfox-data/redfox-community-dsh is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add redfox-data/redfox-community-dsh/xiaohongshu-search@git:20261022.d10bc21

Pins git:20261022.d10bc21 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: redfox-data/redfox-community-dsh
Path: skills/xiaohongshu-search/SKILL.md
Versions recorded: 2
Latest version: git:20261022.d10bc21, committed Oct 22, 2026
First version recorded: Aug 17, 2026
Size: 29,789 bytes
Repository stars: 10
License: MIT

小红书热门笔记搜索工具，支持关键词搜索获取热门内容数据，基于数据评分排序推荐热门笔记，助力创作者发现热门趋势、获取创作灵感。仅在主Agent中执行,不派发给子Agent。当接口返回积分不足（code=3210）时，自动唤起支付宝完成充值后继续查询。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 小红书爆款笔记查询

## 1. 简介

小红书热门笔记搜索工具，支持按关键词搜索小红书热门爆款笔记，并基于相关性、热度、时效三维评分智能排序推荐。同时提供热门笔记推荐和细分赛道引导，助力创作者、品牌方和 MCN 机构发现热门趋势、获取创作灵感。注意：本工具仅在主 Agent 中执行，不派发给子 Agent。

## 2. 功能特性

- 🔍 **关键词智能搜索** — 支持关键词精确搜索、多关键词组合（逗号分隔）、全站热门查询（空关键词）
- 📊 **三维评分排序** — 有关键词时按相关性（满分10分）、热度（满分3分）、时效（满分2分）加权计算总分（满分15分），全站热门按互动数排序
- 🧠 **精细意图理解** — 优先从用户描述中提取细分方向词，识别泛化词并自动推荐 10 个细分方向
- ⏱️ **灵活时间范围** — 默认查询最近7天，数据不足时自动扩展时间范围（1天→3天→7天→30天），每日早上7点更新
- 🔥 **热门笔记推荐** — 结果较少时自动展示近期热门推荐笔记和热门话题标签
- 📈 **细分赛道引导** — 每次查询后主动推荐 10 个相关细分方向，帮助用户深入探索
- 🏷️ **拓词推荐** — 脚本返回 relatedSearches 字段，自动展示相关搜索建议
- 📩 **定时订阅推送** — 支持创建日历订阅任务，到达设定时间自动推送最新热门笔记
- 📄 **HTML 报告生成** — 自动生成 `{keyword}_热门数据.html` 可视化文件
- 🛡️ **强数据说明** — 热门笔记收录标准为互动数1000+，顶部展示数据说明和排序依据

## 3. 一键安装

### 鉴权

#### 获取 API Key

请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=github) 获取API KEY

#### 配置 API Key

方案1: 以OpenClaw为例，将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中：

```bash
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
```

方案2: 终端配置

```bash
export REDFOX_API_KEY="ak_xxxx..."
```

### 依赖安装

本 Skill 使用 Python 3 标准库，无需额外安装第三方依赖。确保系统中已安装 Python 3.x 即可。

### 环境变量配置

| 环境变量 | 说明 | 是否必填 | 获取方式 |
| -------- | ---- | -------- | -------- |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add redfox-data/redfox-community-dsh/xiaohongshu-search@sha256:b7f00340ce97befd

The line at the top of this page pins the label git:20261022.d10bc21, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_oznr5nmq7ykxdeni.svg)](https://markdownregistry.com/a/art_oznr5nmq7ykxdeni)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Aug 17, 2026 and Oct 22, 2026, about one every 66 days.

version	committed	commit	size	audit
git:20261022.d10bc21 latest	2026-10-22	d10bc21	29,789 B	A	view · diff
git:20260817.17b8940	2026-08-17	17b8940	28,361 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (29789 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

redfox-data/redfox-community-dsh · 10 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_oznr5nmq7ykxdeni
GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community-dsh/xiaohongshu-search
GET https://markdownregistry.com/api/v1/blob/b7f00340ce97befda4ae3dac7dd4e6f36a5413aa43993d843fbb758e0725bbeb

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from redfox-data/redfox-community-dsh

account-video-downloader SKILL.md skill

redfox-data/redfox-community-dsh · skills/account-video-downloader/SKILL.md · 多平台账号主页视频提取器 — 输入平台名称和账号id/链接，自动拉取抖音/快手/B站/YouTube 四大平台主页作品，解析下载链接，支持批量下载。适用场景：竞品账号内容拆解与逐帧学习、收藏喜欢的创作者全部作品避免被删、批量搬运素材二次剪辑…