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在 OpenClaw 中安装
/install xiaohongshu-insight
功能描述
Provides daily insights from 2000+ Xiaohongshu viral posts to support content creation, trend analysis, and creative inspiration based on engagement data.
安全使用建议
This package looks like an offline demo: the SKILL.md and references repeatedly claim continuous, large-scale Xiaohongshu indexing, but the code only uses generated/mock data and contains no network or database integration. Before installing or relying on it, ask the author: (1) Where does the real data come from? Provide API endpoints, scraper code, or database connection instructions. (2) What credentials or service accounts are required, and how should they be stored securely? (3) If the skill will crawl the web, confirm compliance with Xiaohongshu terms and privacy rules. If you expect live data and the author cannot provide a documented ingestion mechanism, treat this as a demo-only tool and do not rely on it for production insights.
功能分析
Type: OpenClaw Skill
Name: xiaohongshu-insight
Version: 1.0.0
The xiaohongshu-insight skill bundle is a data analysis tool designed for content creators. The included Python scripts (analyze_trends.py, export_data.py, and query_notes.py) operate entirely on mock data, performing basic filtering, sorting, and reporting tasks without any network requests, shell execution, or access to sensitive system resources. The SKILL.md instructions are purely functional and align with the stated purpose of analyzing viral social media trends.
能力标签
能力评估
Purpose & Capability
The README and SKILL.md claim continuous collection of 2000+ viral posts daily from Xiaohongshu, real-time indexing, and hourly updates, but the provided scripts operate on mock/generated data and have no network calls, API endpoints, scraping logic, database connections, or required credentials. The requested/packaged artifacts do not support the stated collection capability.
Instruction Scope
SKILL.md instructs users to run scripts to query, analyze, and export viral-post data and repeatedly describes daily updates and real-time indexing. However the runtime instructions do not show how to obtain or refresh real data (no instructions to configure an API, crawler, or database). This is scope creep: the guidance implies external data collection but the actual runtime steps only operate on local mock data.
Install Mechanism
No install spec is provided (instruction-only), and the included scripts are pure Python with optional dependency openpyxl for Excel export. There are no remote downloads, installers, or archives — low installation risk. openpyxl is imported optionally; the script falls back to CSV when missing.
Credentials
The skill requires no environment variables, credentials, or config paths despite claiming to index content across Xiaohongshu. Collecting platform data at scale normally requires API keys, service accounts, or configured scrapers—none are requested or documented. The absence of any credential requirement conflicts with the stated data-collection behavior.
Persistence & Privilege
The skill does not request always:true, does not modify other skills, and has default autonomy settings. It also does not install services or write persistent agents; included files are scripts that run on demand.
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 xiaohongshu-insight - 安装完成后，直接呼叫该 Skill 的名称或使用
/xiaohongshu-insight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 of xiaohongshu-insight, a professional Xiaohongshu viral content data insight tool.
- Collects and analyzes 2,000+ viral posts daily across the platform based on multiple virality criteria.
- Provides detailed post data, including interaction stats, author profiles, content features, and traffic curves.
- Supports use cases such as creative inspiration, traffic trend analysis, and competitor research.
- Includes command-line scripts for querying viral posts, analyzing category trends, and exporting data in various formats.
元数据
常见问题
Xiaohongshu Insight 是什么？
Provides daily insights from 2000+ Xiaohongshu viral posts to support content creation, trend analysis, and creative inspiration based on engagement data. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 78 次。
如何安装 Xiaohongshu Insight？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install xiaohongshu-insight」即可一键安装，无需额外配置。
Xiaohongshu Insight 是免费的吗？
是的，Xiaohongshu Insight 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Xiaohongshu Insight 支持哪些平台？
Xiaohongshu Insight 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 Xiaohongshu Insight？
由 OpenLark（@openlark）开发并维护，当前版本 v1.0.0。
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