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在 OpenClaw 中安装
/install xiaohongshu-deep-research
功能描述
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...
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install xiaohongshu-deep-research - 安装完成后,直接呼叫该 Skill 的名称或使用
/xiaohongshu-deep-research触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
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
元数据
常见问题
Xiaohongshu Deep Research 是什么?
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... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 9878 次。
如何安装 Xiaohongshu Deep Research?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install xiaohongshu-deep-research」即可一键安装,无需额外配置。
Xiaohongshu Deep Research 是免费的吗?
是的,Xiaohongshu Deep Research 完全免费(开源免费),可自由下载、安装和使用。
Xiaohongshu Deep Research 支持哪些平台?
Xiaohongshu Deep Research 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Xiaohongshu Deep Research?
由 Andy Xie(@palmpalm7)开发并维护,当前版本 v1.2.1。
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