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小红书舆情爬虫
by
featherjiaxin-oss
· GitHub ↗
· v1.0.0
· MIT-0
482
Downloads
1
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install xhs-crawler
Description
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。
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xhs-crawler - After installation, invoke the skill by name or use
/xhs-crawler - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is 小红书舆情爬虫?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 482 downloads so far.
How do I install 小红书舆情爬虫?
Run "/install xhs-crawler" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 小红书舆情爬虫 free?
Yes, 小红书舆情爬虫 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 小红书舆情爬虫 support?
小红书舆情爬虫 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 小红书舆情爬虫?
It is built and maintained by featherjiaxin-oss (@featherjiaxin-oss); the current version is v1.0.0.
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