How does the skill handle data validation?

It provides a rigorous data validation checklist to ensure date accuracy, consistent metric definitions, and proper handling of outliers or seasonal anomalies before reporting.

Can I use this for competitor analysis on Xiaohongshu?

Yes, it includes a dedicated section for competitive benchmarking, allowing you to compare growth rates, content performance, and market share against your top 5 competitors.

Does it provide specific advice on what content to make next?

Yes, the skill uses a recommendation framework that identifies high-performing patterns and suggests specific actions (Start, Why, How, Impact) to optimize your content strategy.

What types of reports can this skill help me create?

The skill supports a wide range of formats including Weekly Flash reports for internal teams, Monthly Reviews for stakeholders, Campaign Reports for ROI tracking, and Strategic Quarterly Business Reviews.

Xiaohongshu Data Reporting & Analytics

Name: Xiaohongshu Data Reporting & Analytics
Author: vivy-yi

byvivy-yi

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Social Media Management

Generates professional, insight-driven Xiaohongshu performance reports with actionable strategic recommendations and ROI analysis.

This skill streamlines the creation of comprehensive Xiaohongshu (Little Red Book) data reports by transforming raw performance metrics into clear, strategic narratives. It provides specialized frameworks for weekly updates, monthly deep-dives, and campaign post-mortems, helping marketers justify investment and optimize content strategy. By guiding the user through data validation, KPI visualization, and competitive benchmarking, it ensures that every report delivers high-value insights to stakeholders and provides a concrete roadmap for future account growth.

Key Features

01Structured Executive Summary framework for high-level stakeholder communication

02Comprehensive audience analysis including sentiment and demographic insights

03Detailed performance dashboarding covering engagement, reach, and follower metrics

0447 GitHub stars

05Actionable 'Start-Stop-Continue' recommendation engine based on data patterns

06Standardized templates for Weekly, Monthly, Campaign, and Annual reports

Use Cases

01Conducting quarterly strategic audits to identify growth opportunities and competitive gaps

02Documenting specific campaign results to demonstrate marketing ROI and learnings

03Preparing monthly performance reviews for clients or internal marketing leadership

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add vivy-yi/xiaohongshu-skills 03-数据分析

For use in Claude.ai and ChatGPT

Download Skill