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小红书搜索摘要
by
seckho1985
· GitHub ↗
· v1.0.3
· MIT-0
100
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install xhs-search-summarizer-seckho
Description
Searches Xiaohongshu(小红书) for a given keyword, extracts the top N posts (including texts, images, and user comments), and then synthesizes a comprehensive fi...
Usage Guidance
This skill appears to do what it claims, but consider these points before installing/ running it:
- Runtime npm fetch: run.sh uses npx @playwright/cli which may download and execute code from npm at runtime. If you prefer, preinstall Playwright (npm install -g @playwright/cli or your platform package) to avoid dynamic downloads.
- File access: the agent is instructed to read and 'see' image files saved in OUTPUT_DIRECTORY. Only run this skill in an environment where the agent is allowed to read those files and where saving scraped content is acceptable.
- Legal/ToS: scraping Xiaohongshu may violate the site’s terms of service or local law; ensure you have the right to collect and store the content you pull.
- Isolation: because the skill executes a headful browser script and downloads images, run it in an isolated or trusted environment (sandbox or dedicated workspace) if you are concerned about supply-chain or scraping risks.
- Review output: parsed markdown embeds local image paths; verify the OUTPUT_DIRECTORY and files before sharing externally.
If you want higher assurance, request a version that avoids npx (preinstalled playwright) and/or a reproducible pinned package manifest so no dynamic remote code is executed at runtime.
Capability Analysis
Type: OpenClaw Skill
Name: xhs-search-summarizer-seckho
Version: 1.0.3
The skill is a legitimate tool for scraping and summarizing Xiaohongshu (小红书) posts. It uses a bash script (run.sh) to orchestrate a Playwright-based scraper and a Python script (parse.py) to process the results and download images. The code includes security best practices, such as domain validation for image downloads (restricting to .xhscdn.com and .xiaohongshu.com) and input validation for the number of posts. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
Capability Assessment
Purpose & Capability
Name/description match the files and instructions: a Playwright-based scraper (run.sh) collects posts and parse.py downloads images and writes raw markdown for synthesis. The declared dependencies in SKILL.md (playwright-cli, python3, requests) are what the code actually uses.
Instruction Scope
SKILL.md explicitly requires the agent to read the generated markdown and to open/interpret the image files on disk with its vision capabilities. That is consistent with the synthesizer purpose, but it means the agent will access local files (the OUTPUT_DIRECTORY) and must be permitted to read binary images. The instructions also tell the agent to embed images into the final report — which is expected but important to note for privacy.
Install Mechanism
There is no formal install spec in the registry, but run.sh invokes npx @playwright/cli run-code which will fetch and run code from npm if playwright isn't present. Using npx/Playwright is reasonable for a scraper but carries the usual runtime supply-chain risk of fetching npm packages dynamically.
Credentials
The skill does not request unrelated environment variables or secrets. It only uses environment variables for keyword and max posts (exported by run.sh). parse.py uses no credentials and restricts downloaded image URLs to specified Xiaohongshu domains (HTTPS).
Persistence & Privilege
always is false and the skill only creates files under the user-specified OUTPUT_DIRECTORY and a temporary /tmp script. It does not modify other skills' configs or request persistent system privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xhs-search-summarizer-seckho - After installation, invoke the skill by name or use
/xhs-search-summarizer-seckho - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
- Updated skill name and description for clarity on Xiaohongshu (小红书) search and summarization capabilities.
- Detailed the two-phase operation: automated data extraction (via Playwright and Python) and AI-driven synthesis integrating both text and images.
- Added strict usage and reporting guidelines, including requirements to deeply analyze text, comments, and image contents, and to provide a comprehensive, theme-based final report.
- Clarified dependencies (`playwright-cli`, `python3`, `requests`) and error handling instructions, especially regarding login challenges during scraping.
- Provided step-by-step usage instructions for running the extraction script and compiling the final report.
Metadata
Frequently Asked Questions
What is 小红书搜索摘要?
Searches Xiaohongshu(小红书) for a given keyword, extracts the top N posts (including texts, images, and user comments), and then synthesizes a comprehensive fi... It is an AI Agent Skill for Claude Code / OpenClaw, with 100 downloads so far.
How do I install 小红书搜索摘要?
Run "/install xhs-search-summarizer-seckho" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 小红书搜索摘要 free?
Yes, 小红书搜索摘要 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 小红书搜索摘要 support?
小红书搜索摘要 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 小红书搜索摘要?
It is built and maintained by seckho1985 (@seckho1985); the current version is v1.0.3.
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