wechat-content-analytics

Official

WeChat article performance analytics from XLS.

Authoryuyuxinli
Version1.0.0
Installs0

System Documentation

## What problem does it solve? WeChat Content Analytics helps teams analyze WeChat public account article performance directly from backend XLS exports and supports pre-publish scoring for markdown articles before publishing, saving time and surfacing actionable insights.

## Core Features & Use Cases

  • Post-publish analysis: parse XLS exports, compute key KPIs, diagnose bottlenecks, and benchmark performance.
  • Pre-publish scoring: score a markdown article against controllable metrics before publishing to predict engagement and reach.
  • Cross-article trend: compare multiple articles to identify growth patterns and optimization opportunities.
  • Automated reporting: generate structured JSON reports ready for product decisions.

### Quick Start Run the pre_score.py script on your article.md to generate metrics and baseline recommendations.

Dependency Matrix

Required Modules

pandasxlrd

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: wechat-content-analytics
Download link: https://github.com/yuyuxinli/moodcoco/archive/main.zip#wechat-content-analytics

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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