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小红书舆情爬虫
作者
featherjiaxin-oss
· GitHub ↗
· v1.0.0
· MIT-0
482
总下载
1
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install xhs-crawler
功能描述
爬取小红书笔记和评论内容，支持关键词搜索和基础舆情分析，需本地登录小红书账号运行。
安全使用建议
This skill appears to do what it claims, but take these precautions before running: (1) Review the upstream GitHub projects (redbooks, jiang-xiaohongshu-crawler, TikHub SDK) because SKILL.md instructs cloning them — external repos can contain unexpected code. (2) Run the crawler only on a local machine you control and consider using a throwaway/testing account, since automated login and scraping can expose session cookies and may lead to account suspension under the platform's terms. (3) Be mindful of rate limits and set delays (SKILL.md suggests 3–5s). (4) If you consider using TikHub or other third-party APIs, only provide tokens to trusted services and verify their privacy/usage policies. (5) If you need higher assurance, inspect crawler_ultimate.py and the requirements for any native binaries or complex browser automation code before running.
功能分析
Type: OpenClaw Skill
Name: xhs-crawler
Version: 1.0.0
The skill bundle is a legitimate tool designed for crawling Xiaohongshu (XHS) data and performing basic sentiment analysis. The Python script (xhs_spider.py) uses standard HTTP requests to interact with public search APIs, and the documentation (SKILL.md) transparently discusses environment limitations and points to well-known open-source projects. No evidence of data exfiltration, malicious execution, or prompt injection was found.
能力评估
Purpose & Capability
Name/description (XHS crawler + sentiment analysis) match the assets: SKILL.md explains browser automation, local login, or using TikHub; included xhs_spider.py calls a Xiaohongshu search endpoint. The required capabilities (browser, login) described are consistent with the stated purpose.
Instruction Scope
SKILL.md tells the user to clone upstream projects, create a venv, install Python deps and run the crawler locally, and to log in via browser. The instructions do not ask the agent to read unrelated system files or to exfiltrate data to unknown endpoints. Note: browser automation implies cookies/session data are used locally — review upstream code before running.
Install Mechanism
No formal install spec in the registry (instruction-only). SKILL.md instructs cloning public GitHub repos and pip installing requirements.txt — a common pattern. Because the runtime relies on external GitHub projects, the user should review those upstream repositories before running to ensure no unexpected code is pulled.
Credentials
The skill declares no environment variables or credentials. It does require a local Xiaohongshu account login (handled interactively via browser), which is appropriate for scraping. TikHub is mentioned as an optional paid alternative that would require a token; that is documented and optional.
Persistence & Privilege
Skill does not request persistent 'always' inclusion and does not modify other skills or system-wide agent settings. It runs only when invoked by the user/agent.
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 xhs-crawler - 安装完成后，直接呼叫该 Skill 的名称或使用
/xhs-crawler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
v1.0.0
xhs-crawler 1.0.0 released.
- Initial version for 小红书笔记内容爬取与舆情分析
- 支持关键词搜索、评论采集及简单分析
- 提供多种爬取方式（本地自动化、API、GUI）
- 详细使用说明及注意事项
- 输出结果支持 Excel、SQLite 及图片/视频保存
元数据
常见问题
小红书舆情爬虫 是什么？
爬取小红书笔记和评论内容，支持关键词搜索和基础舆情分析，需本地登录小红书账号运行。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 482 次。
如何安装 小红书舆情爬虫？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install xhs-crawler」即可一键安装，无需额外配置。
小红书舆情爬虫 是免费的吗？
是的，小红书舆情爬虫 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
小红书舆情爬虫 支持哪些平台？
小红书舆情爬虫 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 小红书舆情爬虫？
由 featherjiaxin-oss（@featherjiaxin-oss）开发并维护，当前版本 v1.0.0。
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