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Install in OpenClaw
/install xiaohongshu-keyword-collector
Description
Automatically accesses Xiaohongshu's Explore page via browser automation, inputs keywords into the search bar, and collects the list of related keywords from...
Usage Guidance
The skill appears coherent and limited to using a browser automation tool to collect autocomplete suggestions. Before installing or using it, consider: (1) the skill has no published source or homepage — provenance is unknown, so test in a limited environment first; (2) Xiaohongshu may require login or present captchas — you may need to authenticate interactively and the skill does not store credentials; (3) scraping may violate site terms of service or trigger rate limits/anti-bot measures — use responsibly and avoid automated evasion techniques; (4) ensure the agent's browser tool is available and you consent to any interactive login steps. If you need higher assurance, ask the author for source code or a homepage before deploying broadly.
Capability Analysis
Type: OpenClaw Skill
Name: xiaohongshu-keyword-collector
Version: 1.0.2
The skill is a straightforward browser automation instruction set for collecting search suggestions from Xiaohongshu (小红书) for SEO research. It uses the built-in 'browser' tool to navigate to a legitimate URL (xiaohongshu.com), input text, and read the resulting UI elements, with no evidence of data exfiltration, malicious execution, or prompt injection.
Capability Assessment
Purpose & Capability
The name/description describe browser-based scraping of Xiaohongshu autocomplete suggestions and the SKILL.md only requires the browser tool and user-provided keywords — there are no unrelated credentials, binaries, or installs requested.
Instruction Scope
Instructions are narrowly focused: open the Explore page, input keywords, wait for the suggestion dropdown, collect suggestions, and return results. They do not tell the agent to read local files, access unrelated environment variables, or transmit data to third-party endpoints.
Install Mechanism
This is instruction-only with no install spec and no code files, so nothing will be downloaded or written to disk as part of install — lowest-risk model for installation behavior.
Credentials
No environment variables, credentials, or config paths are requested. Notes mention possible login or captchas but do not ask for or store user secrets in the skill itself.
Persistence & Privilege
The skill is not forced-on (always: false) and does not request elevated or persistent system privileges. It relies on the standard browser tool and normal agent invocation behavior.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaohongshu-keyword-collector - After installation, invoke the skill by name or use
/xiaohongshu-keyword-collector - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
- Updated documentation for clarity on how to collect Xiaohongshu search suggestions using browser automation.
- Added detailed trigger conditions and expanded use case examples.
- Clarified step-by-step workflow, including handling for batch keyword collection.
- Specified output formats for both single and multiple keyword inputs.
- Included important notes about anti-crawling, login requirements, and wait times.
Metadata
Frequently Asked Questions
What is Xiaohongshu Suggest Keywords?
Automatically accesses Xiaohongshu's Explore page via browser automation, inputs keywords into the search bar, and collects the list of related keywords from... It is an AI Agent Skill for Claude Code / OpenClaw, with 199 downloads so far.
How do I install Xiaohongshu Suggest Keywords?
Run "/install xiaohongshu-keyword-collector" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Xiaohongshu Suggest Keywords free?
Yes, Xiaohongshu Suggest Keywords is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Xiaohongshu Suggest Keywords support?
Xiaohongshu Suggest Keywords is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Xiaohongshu Suggest Keywords?
It is built and maintained by OpenLark (@openlark); the current version is v1.0.2.
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