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Xiaohongshu Deep Research

Deep research on Xiaohongshu (小红书) topics. Use when user wants to research a topic, analyze trends, gather insights from top posts, or produce a summary repo...

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Deep research on Xiaohongshu (小红书) topics. Use when user wants to research a topic, analyze trends, gather insights from top posts, or produce a summary repo...

⬇ 0 downloads ★ 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, references/workflow.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.2.1

Documentation

ClawHub primary doc Primary doc: SKILL.md 10 sections Open source page

xiaohongshu-deep-research

小红书话题研究,自动爬取 + 分析 + 输出报告。

前置条件

xiaohongshu-mcp 服务运行中 (http://localhost:18060/mcp) 已登录小红书账号

存储位置

~/xiaohongshu-research/{keyword}_{YYYYMMDD_HHmm}/ ├── raw/posts.json # 原始数据 ├── analysis/summary.md # 完整报告 └── metadata.json # 研究配置

研究流程

关键词扩展 — 主词 + 3-4 个相关词 批量搜索 — POST /api/v1/feeds/search 去重排序 — 按点赞数取 Top 20-50 生成报告 — 含链接、可转发摘要

帖子链接格式

https://www.xiaohongshu.com/explore/{note_id}

报告结构

# {主题} 小红书研究 --- ## 📱 速览(可直接转发) {2-3段自然语言总结,像朋友分享一样写} 值得看的几篇: • {标题} — {链接} • {标题} — {链接} --- ## 数据概览 采集 {N} 篇帖子,共 {likes} 赞 / {collects} 收藏 ## Top 10 1. **{标题}** @{作者} {likes}👍 {collects}📁 | [查看]({link}) ## 发现 {自然语言描述趋势和洞察} ## 数据 原始数据: `{path}`

写作风格

速览部分:像给朋友发消息,口语化,有观点 正文部分:简洁,重点突出,避免套话 不要用"本报告"、"经过分析"这类官腔

限制

⚠️ API 限制:帖子详情和评论无法获取,报告基于搜索结果元数据生成。

详细工作流

见 references/workflow.md

Credits

基于 xpzouying/xiaohongshu-mcp

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs
  • SKILL.md Primary doc
  • references/workflow.md Docs