# Qiangua Data

Use when analyzing Xiaohongshu account performance, researching competitor strategies...

- Repository: https://github.com/vivy-yi/xiaohongshu-skills (520 stars)
- Category: Engineering
- License: see repository
- Last updated: 2026-01-23
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add vivy-yi/xiaohongshu-skills --skill qiangua-data -g -a claude-code -y`
Codex: `npx skills add vivy-yi/xiaohongshu-skills --skill qiangua-data -g -a codex -y`
Cursor: `npx skills add vivy-yi/xiaohongshu-skills --skill qiangua-data -g -a cursor -y`
Gemini CLI: `npx skills add vivy-yi/xiaohongshu-skills --skill qiangua-data -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add vivy-yi/xiaohongshu-skills`

## Description

Use when analyzing Xiaohongshu account performance, researching competitor strategies, finding trending topics and hashtags, or needing detailed audience insights beyond platform-native analytics

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Qiangua Data (千瓜数据)

## Overview

Qiangua Data is a professional third-party analytics platform for Xiaohongshu, providing deep insights into account performance, competitor analysis, trending content, and audience demographics that go far beyond the platform's native analytics.

## When to Use

**Use when**:
- Need comprehensive account performance analysis
- Researching competitor strategies and performance
- Finding trending topics and hashtags in your niche
- Analyzing audience demographics and behavior
- Identifying top-performing content formats
- Planning content strategy based on data

**Do NOT use when**:
- Just need basic metrics (use Xiaohongshu Creator Center, free)
- Need real-time monitoring during posting
- Analyzing non-Xiaohongshu platforms

## Core Pattern

**Before** (platform analytics only):
```
❌ Limited to native Creator Center data
❌ Can't see competitor performance
❌ No industry benchmarks or trends
❌ Basic metrics only
```

**After** (Qiangua insights):
```
✅ Deep competitor analysis (top posts, growth rates)
✅ Trending topics and hashtags in real-time
✅ Industry benchmarks and standards
✅ Advanced audience segmentation
```

**6 Core Analytics Capabilities**:
1. **Account Analysis** - Comprehensive performance tracking
2. **Competitor Research** - Spy on any account's strategy
3. **Trend Discovery** - Hot topics, rising hashtags
4. **Content Analysis** - Top-performing formats and styles
5. **Audience Insights** - Detailed demographics and behavior
6. **Industry Benchmarks** - Compare against category standards

## Quick Reference

The rest: https://github.com/vivy-yi/xiaohongshu-skills/blob/HEAD/skills/06-工具生态/qiangua-data/SKILL.md