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Install in OpenClaw
/install xiaohongshu-insight
Description
Provides daily insights from 2000+ Xiaohongshu viral posts to support content creation, trend analysis, and creative inspiration based on engagement data.
Usage Guidance
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.
Capability Analysis
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.
Capability Tags
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaohongshu-insight - After installation, invoke the skill by name or use
/xiaohongshu-insight - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Xiaohongshu Insight?
Provides daily insights from 2000+ Xiaohongshu viral posts to support content creation, trend analysis, and creative inspiration based on engagement data. It is an AI Agent Skill for Claude Code / OpenClaw, with 78 downloads so far.
How do I install Xiaohongshu Insight?
Run "/install xiaohongshu-insight" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Xiaohongshu Insight free?
Yes, Xiaohongshu Insight is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Xiaohongshu Insight support?
Xiaohongshu Insight is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Xiaohongshu Insight?
It is built and maintained by OpenLark (@openlark); the current version is v1.0.0.
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