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Install in OpenClaw
/install rednote-summarize
Description
根据用户提供的小红书帖子链接，提取并总结该帖主贴内容和评论区主要观点，生成中文综合报告。
Usage Guidance
This skill appears to do what it says: open a Xiaohongshu (小红书) post in a browser agent, extract post text and representative comments, and produce Chinese summaries. It does not install code or require environment credentials. However, the skill may prompt you to authenticate to Xiaohongshu (QR scan) or to supply Cookies if the agent cannot view content otherwise. Do NOT share passwords or long-lived account tokens/credentials with the skill; prefer one of these safer options: (1) use the browser_subagent to perform an interactive QR-based login yourself (scan and keep auth in your browser session), (2) provide access via a temporary/throwaway account if necessary, or (3) decline to provide cookies and instead paste the post text you want summarized. Also consider Xiaohongshu's terms and privacy implications before scraping/comment-summarizing content that may contain personal data.
Capability Assessment
Purpose & Capability
Name/description (summarize a Xiaohongshu post and comments) align with the SKILL.md: it instructs the agent to open a provided Xiaohongshu URL, extract the post and representative comments, and produce Chinese summaries. No unrelated binaries, env vars, or installs are requested.
Instruction Scope
Instructions are narrowly focused on using a browser_subagent to load the URL, handle login popups (QR), scroll to load comments, extract text, and summarize. This is within scope. The only notable element is the explicit suggestion to ask the user for Cookies or other assistance if login cannot be automated — that is sensitive and should be handled cautiously (see guidance).
Install Mechanism
No install specification or code files are present; this is instruction-only, which minimizes on-disk risk. Nothing is downloaded or installed by the skill itself.
Credentials
The skill declares no required environment variables or credentials (good). However, SKILL.md advises requesting Cookies or other user-provided auth when login is needed — that is not a declared requirement and is sensitive. The need to obtain auth is explainable (site requires login) but users should avoid sharing persistent secrets.
Persistence & Privilege
always:false and no install/persistence behavior is present. The skill does not request permanent presence or modification of other skills/configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install rednote-summarize - After installation, invoke the skill by name or use
/rednote-summarize - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
login to rednote via browser-subagent, and summarize the main content and sentiment
Metadata
Frequently Asked Questions
What is rednote summarize?
根据用户提供的小红书帖子链接，提取并总结该帖主贴内容和评论区主要观点，生成中文综合报告。 It is an AI Agent Skill for Claude Code / OpenClaw, with 140 downloads so far.
How do I install rednote summarize?
Run "/install rednote-summarize" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is rednote summarize free?
Yes, rednote summarize is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does rednote summarize support?
rednote summarize is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created rednote summarize?
It is built and maintained by xiwei26 (@xiwei26); the current version is v1.0.0.
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