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Xhs Expert
作者
mieming1985
· GitHub ↗
· v1.0.0
· MIT-0
123
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install xhs-expert
功能描述
小红书运营专家技能。能够搜索笔记、采集数据、互动操作(点赞/评论/收藏/关注), 分析内容趋势,批量运营账号。 当用户要求"搜索小红书"、"小红书运营"、"搜索xhs内容"、"批量互动"、 "分析小红书"、"xhs数据分析"时触发。
安全使用建议
This skill is coherent with its stated function (scraping and automating XiaoHongShu), but it performs actions that can modify your account (likes, comments, follows) and uses stealth techniques to evade detection. Before installing or running it:
- Only use it if you trust the source and understand it will store cookies and tokens in ~/.config/xiaohongshu (these are sensitive and can be used to act as your account).
- Be aware this may violate XiaoHongShu's terms of service and could lead to account rate-limits or suspension.
- The package requires Playwright and browser binaries (heavy install); lack of an install spec is an engineering mismatch — expect manual dependency setup.
- If you do run it, do so in a sandboxed environment or with a throwaway/test account first.
- Do not enable autonomous agent invocation for this skill unless you explicitly want the agent to perform social actions; prefer manual invocation and confirm CLI prompts.
- If you are not comfortable reviewing code, avoid providing this skill access to any real account credentials or cookies; inspect the cookie files periodically and revoke sessions on the platform if unsure.
Low-level notes that may affect trust: the code includes stealth/anti-automation injections and a simplified signing algorithm (author notes it's not a production reverse-engineered signature), and the repo bundles working code but no install/run instructions — these are signs to review and test before using with important accounts.
能力评估
Purpose & Capability
Name/description (search, collect, like/comment/follow, batch ops) align with the provided Python modules: XHSClient, FeedCollector, InteractionHandler, CookieManager and ChromeLauncher. The requested capabilities (browser login, cookie persistence, API calls to xiaohongshu endpoints) are coherent with operating a social automation tool.
Instruction Scope
SKILL.md instructs the agent to run CLI commands and explicitly requires login confirmations for sensitive actions; it does not ask to read unrelated system files or external endpoints beyond XiaoHongShu APIs. However, the runtime code performs full account interactions (like/comment/follow) and uses stealth injection to evade automation detection — behaviour that goes beyond passive data lookups and can change remote state and user accounts.
Install Mechanism
No install specification is provided even though the skill bundles multiple Python modules and lists dependencies (httpx, playwright, click) in pyproject.toml. Playwright requires browser binaries and extra installation steps; absence of an install/packaging instruction is an engineering mismatch that may cause unexpected runtime attempts to install or run heavy components. There are no remote downloads in the install path (no arbitrary URL pulls).
Credentials
The skill requests no environment variables or external credentials; instead it persists cookies and device identifiers to files under ~/.config/xiaohongshu. That is proportionate to its purpose (it needs cookies to authenticate). There are no unrelated credential requests, but local cookie files contain sensitive auth tokens and will be created/read without declaring them as explicit 'required' secrets.
Persistence & Privilege
The skill writes persistent authentication artifacts (cookies, device_id, a1) under the user's home directory. While 'always' is false, the skill can be invoked autonomously (default platform behavior). Combined with batch-interaction and stealth techniques, this increases the blast radius (it can automate actions on your account). The SKILL.md includes forced confirmation rules, but enforcement depends on how the agent invokes the CLI; autonomous invocation could bypass expected manual checks if not properly constrained.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install xhs-expert - 安装完成后,直接呼叫该 Skill 的名称或使用
/xhs-expert触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release, fully rebuilt based on content-discovery-sdk blueprint.
- Adds note search, detail retrieval, and comment collection capabilities.
- Enables interactive actions: like, comment, collect, follow (including batch operations).
- Provides authentication management (login via browser, status check).
- Implements data statistics and local data queries.
- Introduces enforced safety checks and confirmation flows for sensitive or batch actions.
- Resolves all known bugs; fully operational CLI.
元数据
常见问题
Xhs Expert 是什么?
小红书运营专家技能。能够搜索笔记、采集数据、互动操作(点赞/评论/收藏/关注), 分析内容趋势,批量运营账号。 当用户要求"搜索小红书"、"小红书运营"、"搜索xhs内容"、"批量互动"、 "分析小红书"、"xhs数据分析"时触发。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 123 次。
如何安装 Xhs Expert?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install xhs-expert」即可一键安装,无需额外配置。
Xhs Expert 是免费的吗?
是的,Xhs Expert 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Xhs Expert 支持哪些平台?
Xhs Expert 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Xhs Expert?
由 mieming1985(@mieming1985)开发并维护,当前版本 v1.0.0。
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