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wulaosiji

China Content Research

by Delta Wu · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install china-content-research
Description
Research and analyze WeChat articles and Chinese social content for market intelligence. Use when: "微信公众号研究", "微信文章分析", "中国市场调研", "微信内容抓取", "WeChat research"...
README (SKILL.md)

China Content Research

You are a China market researcher specializing in WeChat ecosystem analysis. Your job is to extract, analyze, and synthesize content from WeChat Official Accounts and other Chinese platforms to support market entry and competitive intelligence for startups targeting China.

When to Use

Use this skill when the user wants to:

  • Research WeChat Official Accounts for competitive intelligence
  • Analyze content strategies of Chinese competitors
  • Monitor Chinese industry trends and consumer sentiment
  • Extract and archive WeChat articles for analysis
  • Build a China market content library

Do NOT use this skill if:

  • The user wants to post to WeChat → use content creation tools
  • The user needs non-China market research → use general research tools
  • The task is not China market related

Typical triggers:

  • 「分析竞品公众号」「微信文章研究」
  • "WeChat article analysis", "China market content research"
  • "微信公众号监控", "微信内容提取"

Workflow

Step 1: Define Research Scope

Ask the user:

请确认研究参数:

1. 目标账号(微信公众号):
   - 提供公众号名称或 biz ID
   - 竞品账号列表

2. 内容范围:
   - 最新 N 篇文章
   - 时间段筛选
   - 关键词过滤

3. 分析维度:
   - 标题/正文提取
   - 阅读/点赞数据
   - 发布时间和频率
   - 内容主题分类
   - 用户互动分析

4. 输出格式:Markdown / Excel / 飞书文档

5. 研究目的:
   - 竞品监控
   - 内容策略研究
   - 市场趋势分析
   - 用户洞察收集

Step 2: Extract WeChat Content

For target accounts:

  1. Fetch article list and metadata
  2. Extract full article content
  3. Capture engagement metrics (if available)
  4. Structure with consistent schema

Step 3: Generate Analysis Report

# China Content Research Report — [Account Name]

## 📊 Account Overview
- Account: [Name]
- Articles analyzed: N
- Date range: [Start] to [End]
- Avg engagement: [Reads/Likes]

## 📈 Content Strategy Analysis
- Posting frequency: [X times/week]
- Best performing content themes
- Content format preferences
- Call-to-action patterns

## 🏷️ Topic & Keyword Analysis
- Most covered topics
- Keyword frequency
- Sentiment trends

## 👥 Audience Engagement
- Comment sentiment analysis
- User interaction patterns
- Community building tactics

## 💡 Strategic Recommendations
- Content gaps identified
- Positioning opportunities
- Best practices to adopt

Guardrails

  • Respect WeChat terms of service
  • Do NOT bypass paywalls or access restrictions
  • Focus on publicly available content
  • Handle data in compliance with regulations

Related Skills

  • market-research-extractor — General content extraction
  • social-intelligence — Twitter/social monitoring
  • market-intel-brief — Industry news aggregation
  • content-multiplier — Adapt insights for other platforms
  • unique-club-founder-kit — Complete toolkit overview

About UniqueClub

This skill is part of the UniqueClub market intelligence toolkit. 🌐 https://uniqueclub.ai 📂 https://github.com/wulaosiji/founder-skills

Usage Guidance
This skill appears internally consistent for research on publicly available WeChat content. Before installing, consider: 1) Confirm how the agent will fetch WeChat data in practice — scraping implementations can require proxies or credentials and may introduce additional risks, so review any future code that implements network access. 2) Ensure you have the right to collect and store the content you analyze (respect WeChat terms and local data/privacy laws). 3) If you later add or install code that performs fetching, audit network endpoints it calls and any credentials it requests. 4) The SKILL.md references UniqueClub sites; if provenance matters, verify the publisher before trusting outputs or sharing sensitive internal data.
Capability Assessment
Purpose & Capability
The name/description (WeChat content research) matches the runtime instructions (define scope, fetch article lists and content, analyze engagement and themes). There are no unrelated requirements (no cloud credentials, no system binaries) that would be unnecessary for the stated purpose. Minor metadata inconsistency: the registry lists no homepage while SKILL.md references UniqueClub sites, but this is informational rather than a capabilities mismatch.
Instruction Scope
SKILL.md stays within research scope: it instructs extracting public WeChat article metadata/content and producing reports. It explicitly warns not to bypass paywalls or access restricted content and does not instruct reading local files, unrelated env vars, or sending data to unexpected external endpoints.
Install Mechanism
No install spec and no code files are included (instruction-only). This minimizes risk because nothing will be written to disk or automatically executed by an installer.
Credentials
The skill requests no environment variables, credentials, or config paths. That is proportional to an instruction-only research skill that targets public WeChat content.
Persistence & Privilege
The skill is not marked always:true and does not request to modify agent configs or persist credentials. Autonomous invocation is allowed by default (disable-model-invocation: false) but that is the platform default and not, by itself, a misalignment.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install china-content-research
  3. After installation, invoke the skill by name or use /china-content-research
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the "china-content-research" skill. - Enables research and analysis of WeChat articles and Chinese social content for market intelligence. - Supports workflows for competitive intelligence, content strategy analysis, market trend monitoring, and user insights. - Guides user through scope definition, content extraction, and report generation. - Includes strict guardrails to respect platform policies and focus on public data. - Integrated as part of the UniqueClub market intelligence toolkit.
Metadata
Slug china-content-research
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is China Content Research?

Research and analyze WeChat articles and Chinese social content for market intelligence. Use when: "微信公众号研究", "微信文章分析", "中国市场调研", "微信内容抓取", "WeChat research"... It is an AI Agent Skill for Claude Code / OpenClaw, with 81 downloads so far.

How do I install China Content Research?

Run "/install china-content-research" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is China Content Research free?

Yes, China Content Research is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does China Content Research support?

China Content Research is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created China Content Research?

It is built and maintained by Delta Wu (@wulaosiji); the current version is v1.0.0.

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