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Install in OpenClaw
/install xiaohongshu-deep-research
Description
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...
Usage Guidance
Before installing, be aware that the skill expects a running local Xiaohongshu MCP service with a logged-in account and will save searched post metadata, generated reports, and research metadata under ~/xiaohongshu-research/. Review or delete that folder if the topics are sensitive.
Capability Analysis
Type: OpenClaw Skill
Name: xiaohongshu-deep-research
Version: 1.2.1
The skill is classified as suspicious due to a potential shell injection vulnerability in `references/workflow.md`. The `curl` command used to interact with the local `xiaohongshu-mcp` service (`http://localhost:18060`) takes a `keyword` parameter. If the AI agent directly interpolates user input into this `keyword` field without proper sanitization before executing the `curl` command, it could lead to arbitrary command execution on the host system. While the command's intent is benign (searching), this represents a significant security flaw in how the skill might be executed by a vulnerable agent.
Capability Assessment
Credentials
It requires a local xiaohongshu-mcp service and a logged-in Xiaohongshu account, which is purpose-aligned but means searches may depend on the user's active account session.
Install Mechanism
The artifact is markdown-only with no bundled executable scripts, dependency installation, tool wrapping, or auto-run install steps.
Instruction Scope
The workflow and report style are Chinese-focused, but that is consistent with Xiaohongshu research and does not show coercive prompt hijacking or hidden behavior.
Persistence & Privilege
It writes raw posts, analysis, and metadata under ~/xiaohongshu-research/{keyword}_{date}/; this persistence is explicitly documented and limited to task outputs.
Purpose & Capability
The stated purpose is to search Xiaohongshu topics, rank posts, and generate a report; the documented search API, ranking, links, and report template fit that purpose.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaohongshu-deep-research - After installation, invoke the skill by name or use
/xiaohongshu-deep-research - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.2.1
文件夹命名改为 YYYYMMDD_HHmm 格式
v1.2.0
报告加入帖子链接，新增速览部分（可直接转发），优化写作风格
v1.1.0
移除评论采集功能（API 限制无法获取），简化工作流，添加已知限制说明
v1.0.0
Initial release: 小红书深度研究技能，自动爬取关键词帖子+高赞评论，生成分析报告
Metadata
Frequently Asked Questions
What is 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... It is an AI Agent Skill for Claude Code / OpenClaw, with 9878 downloads so far.
How do I install Xiaohongshu Deep Research?
Run "/install xiaohongshu-deep-research" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Xiaohongshu Deep Research free?
Yes, Xiaohongshu Deep Research is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Xiaohongshu Deep Research support?
Xiaohongshu Deep Research is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Xiaohongshu Deep Research?
It is built and maintained by Andy Xie (@palmpalm7); the current version is v1.2.1.
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