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xiaohongshu-search
by
amostafoya-pixel
· GitHub ↗
· v1.0.0
· MIT-0
226
Downloads
1
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install xiaohongshu-search
Description
小红书内容搜索工具。通过 browser 工具操控已登录的 Chrome，搜索小红书公开笔记，提取标题、正文、话题标签、点赞数，分析消费趋势。用于市场调研中的消费者趋势研究。
Usage Guidance
This skill does what it says (search and scrape Xiaohongshu) but requires Chrome to be started with remote debugging and assumes a logged-in browser profile. That arrangement can expose cookies and other private session data to the agent. Before installing or running: (1) avoid pointing the skill at a Chrome instance that is logged into your real accounts — use a throwaway profile or dedicated browser profile. (2) Launch Chrome with remote debugging bound to localhost only and firewall/block network access to the debugging port so remote attackers cannot connect. (3) Prefer running this skill in an isolated VM/container with no sensitive profiles. (4) If you must use your main profile, require explicit manual review before each run and limit autonomous invocation. (5) If you need stronger assurances, request the author to declare the remote-debugging requirement in the manifest and to add explicit limits (e.g., only access xiaohongshu.com) so the agent cannot navigate other sites or evaluate arbitrary pages.
Capability Analysis
Type: OpenClaw Skill
Name: xiaohongshu-search
Version: 1.0.0
The skill is a legitimate web scraping tool designed for market research on Xiaohongshu. It provides instructions for an AI agent to automate a local Chrome browser (via remote debugging) to search for keywords, extract public post metadata, and analyze consumer trends. There is no evidence of data exfiltration, malicious code execution, or harmful prompt injection in SKILL.md.
Capability Assessment
Purpose & Capability
The name and description match the instructions: the SKILL.md tells the agent to drive a browser to search Xiaohongshu and extract titles, content, tags, and likes. However, the skill depends on an already logged-in Chrome instance with remote debugging enabled (documented only in SKILL.md), which is a broad capability beyond a simple public-search scraper and is not declared as a requirement in the registry metadata.
Instruction Scope
Instructions explicitly require connecting to Chrome's remote debugging endpoint and driving the browser to load pages and evaluate DOM scripts. While scraping public pages is within scope, controlling a logged-in Chrome gives access to cookies, other sites, and private account data — the SKILL.md does not constrain or limit this, so the runtime instructions could be used to read or exfiltrate data beyond the stated purpose.
Install Mechanism
No install spec and no code files are present (instruction-only skill). This minimizes disk-write/installation risk; there are no external downloads or package installs to review.
Credentials
No environment variables or credentials are declared, which is coherent. However, the skill requires Chrome to be launched with --remote-debugging-port, which effectively grants the skill access to the browser profile and session information (cookies, stored auth). That capability is high-impact relative to the simple scraping task and is not surfaced as a credential or config requirement in the manifest.
Persistence & Privilege
always is false and there are no persistent config changes requested. The skill can be invoked autonomously (default), and combined with browser control this increases the potential blast radius if the agent runs without supervision — this is expected behavior for skills but worth noting as a risk factor here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaohongshu-search - After installation, invoke the skill by name or use
/xiaohongshu-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of xiaohongshu-search: a tool to search and analyze open content from Xiaohongshu via a browser with remote debugging.
- Supports extracting note titles, links, author nicknames, like counts, and main content for trend and market research.
- Provides step-by-step instructions for searching, content extraction, and analysis of consumer trends.
- Includes usage examples and output formats suitable for integration into business research reports.
Metadata
Frequently Asked Questions
What is xiaohongshu-search?
小红书内容搜索工具。通过 browser 工具操控已登录的 Chrome，搜索小红书公开笔记，提取标题、正文、话题标签、点赞数，分析消费趋势。用于市场调研中的消费者趋势研究。 It is an AI Agent Skill for Claude Code / OpenClaw, with 226 downloads so far.
How do I install xiaohongshu-search?
Run "/install xiaohongshu-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is xiaohongshu-search free?
Yes, xiaohongshu-search is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does xiaohongshu-search support?
xiaohongshu-search is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created xiaohongshu-search?
It is built and maintained by amostafoya-pixel (@amostafoya-pixel); the current version is v1.0.0.
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