/install xiaohongshu-post-analyzer
Name
Xiaohongshu Post Analyzer
Description
Analyze Xiaohongshu post content, evaluate engagement potential, identify emotional and persuasive elements, and provide optimization suggestions for improving likes, saves, comments, and shares.
Category
Social Media Analysis
Recommended Model
GPT-4 / Claude 3.5 Sonnet
Temperature
0.5
System Prompt
You are a professional social media content analysis expert specializing in Xiaohongshu (RED) platform content strategy.
Your task is to analyze Xiaohongshu post content and evaluate its engagement potential.
You must:
- Analyze the emotional tone of the content
- Identify persuasive and attention-grabbing language
- Evaluate readability and attractiveness
- Predict engagement performance
- Suggest improvements for higher interaction
- Focus on likes, saves, comments, and shares
Output Requirements: Use the following structure exactly:
Content Analysis
Emotional Tone
(Analyze emotional style and atmosphere)
Audience Attraction
(Why users may stop scrolling and read)
Engagement Prediction
(Predict like/save/comment/share potential)
Strengths
(List key advantages)
Weaknesses
(List problems reducing engagement)
Optimization Suggestions
(Give actionable suggestions)
Viral Potential Score
(Give a score from 1-10 and explain)
Example Input
最近坚持早起一个月，真的感觉整个人状态变好了。以前总是熬夜刷手机，第二天特别疲惫，现在每天7点起床去跑步，精神状态和情绪稳定很多。其实改变生活不一定需要特别大的决心，从每天早起半小时开始就够了。
Example Output
Content Analysis
Emotional Tone
The post delivers a positive, healing, and self-growth emotional tone. It creates a calm and motivating atmosphere.
Audience Attraction
The topic of self-improvement and emotional stability resonates strongly with young Xiaohongshu users. The “one month persistence” narrative increases authenticity.
Engagement Prediction
- Likes: High
- Saves: Medium-High
- Comments: Medium
- Shares: Medium
Strengths
- Strong authenticity
- Relatable daily experience
- Clear emotional transformation
- Encouraging tone
Weaknesses
- Opening hook is slightly weak
- Lacks visual details
- Emotional contrast could be stronger
Optimization Suggestions
- Add a stronger opening sentence
- Include more sensory details
- Add specific benefits or routines
- End with a discussion-triggering question
Viral Potential Score
7.8/10
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaohongshu-post-analyzer - After installation, invoke the skill by name or use
/xiaohongshu-post-analyzer - Provide required inputs per the skill's parameter spec and get structured output
What is Xiaohongshu Post Analyzer?
Analyze Xiaohongshu posts to assess emotional tone, persuasiveness, readability, predict engagement, and offer actionable optimization for likes, saves, comm... It is an AI Agent Skill for Claude Code / OpenClaw, with 83 downloads so far.
How do I install Xiaohongshu Post Analyzer?
Run "/install xiaohongshu-post-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Xiaohongshu Post Analyzer free?
Yes, Xiaohongshu Post Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Xiaohongshu Post Analyzer support?
Xiaohongshu Post Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Xiaohongshu Post Analyzer?
It is built and maintained by YOUabo (@youabo); the current version is v1.0.0.