/qiangua-data
Use when analyzing Xiaohongshu account performance, researching competitor strategies, finding trending topics and hashtags, or needing detailed audience insights beyond platform-native analytics
$ npx -y skills add vivy-yi/xiaohongshu-skills --skill qiangua-data --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/qiangua-data
Context preview
The summary Claude sees to decide when to auto-load this skill.
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
qiangua-data.SKILL.mdname: qiangua-data
description: Use when analyzing Xiaohongshu account performance, researching competitor strategies, finding trending topics and hashtags, or needing detailed audience insights beyond platform-native analytics
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
| Feature | What It Provides | Use Case | |---------|-----------------|----------| | **Account Analysis** | Growth, engagement, best posts | Track your performance over time | | **Competitor Analysis** | Spy on any account | Learn from successful competitors | | **Trending Topics** | Hot hashtags, rising content | Find content opportunities | | **Industry Data** | Category benchmarks | See how you compare to niche | | **Audience Analysis** | Age, gender, interests | Understand who your followers are | | **Content Ranking** | Top posts by topic | Study viral content patterns |
Implementation
Step 1: Set Up Qiangua Account
**Get started**: 1. Visit [Qiangua Data website](https://www.qianguadata.com/) 2. Register for free account (limited features) 3. Upgrade to paid plan for full access (recommended: ¥299/month basic) 4. Link your Xiaohongshu account (for analytics tracking)
**Free vs Paid**: | Feature | Free | Paid (¥299/mo) | |---------|------|----------------| | Basic account data | ✅ | ✅ | | Competitor analysis | 3/day | Unlimited | | Trending topics | Limited | Full access | | Industry reports | ❌ | ✅ | | Data export | ❌ | ✅ |
Step 2: Analyze Your Own Account
**Navigate to Account Analysis**: 1. Dashboard → "Account Analysis" (账号分析) 2. Enter your account name or URL 3. View comprehensive dashboard
**Key Metrics to Track**:
**Growth Metrics**:
- **Follower growth rate** (weekly/monthly)
- **Growth trend** (upward, flat, declining)
- **Growth acceleration** (speed of growth)
**Engagement Metrics**:
- **Average engagement rate** (compare to industry benchmark)
- **Top performing posts** (by views, likes, comments, shares)
- **Best posting times** (heatmap of hourly performance)
**Content Performance**:
- **Content type breakdown** (image vs video vs carousel)
- **Top topics** (which categories perform best)
- **Hashtag effectiveness** (which tags drive most reach)
**Action**: Export monthly report (PDF/Excel) for tracking progress.
Step 3: Research Competitors
**Find and Analyze Competitors**:
**Identify competitors**: 1. Search your niche on Xiaohongshu 2. Find accounts with 10K-100K followers (realistic benchmarks) 3. Select 5-10 competitors for ongoing tracking
**Analyze each competitor**: 1. Qiangua → "Account Analysis" 2. Enter competitor account name 3. Study dashboard:
**What to learn from competitors**:
- **Content strategy**: What topics do they post?
- **Posting frequency**: How often do they post?
- **Top posts**: What made their best content succeed?
- **Growth trajectory**: How fast are they growing?
- **Engagement tactics**: How do they engage with audience?
**Competitor Analysis Template**:
Account: @competitor_name
Followers: XX,XXX
Growth Rate: X% this month
Top 3 Content Topics:
1. [Topic] - Avg engagement: X%
2. [Topic] - Avg engagement: X%
3. [Topic] - Avg engagement: X%
Posting Schedule: X posts/week, best time: Xpm-Xpm
Key Success Factors:
- [Factor 1]
- [Factor 2]
- [Factor 3]
What I Can Apply:
- [Idea 1]
- [Idea 2]
Step 4: Discover Trending Topics
**Navigate to Trend Discovery**: 1. Dashboard → "Hot Topics" (热门话题) or "Trending" (趋势) 2. Filter by your category (fashion, beauty, food, etc.) 3. Sort by: Rising (上升最快), Hot (最热), New (最新)
**Use trending data for content ideas**:
**Rising hashtags** (up-and-coming):
- Identify hashtags with >100% growth in 7 days
- Early adoption advantage (less competition)
- Example: "#韩系穿搭" up 300% this week
**Hot topics** (currently popular):
- High search volume, high engagement
- More competitive but larger reach
- Example: "#平价好物" consistently hot
**Niche opportunities**:
- Filter by subcategory (e.g., "skincare for sensitive skin")
- Find underserved areas with high demand
- Less competition, dedicated audience
**Action**: Create content around 2-3 trending topics weekly.
Step 5: Analyze Industry Benchmarks
**Navigate to Industry Data**: 1. Dashboard → "Industry Analysis" (行业分析) 2. Select your category (e.g., "Fashion > Korean Style") 3. View industry-wide metrics
**Key Benchmark Metrics**:
**Engagement Benchmarks**:
- **Industry avg engagement rate**: 8-12%
- **Top 10% avg engag
Read more
name: qiangua-data description: Use when analyzing Xiaohongshu account performance, researching competitor strategies, finding trending topics and hashtags, or needing detailed audience insights beyond platform-native analytics
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
| Feature | What It Provides | Use Case | |---------|-----------------|----------| | **Account Analysis** | Growth, engagement, best posts | Track your performance over time | | **Competitor Analysis** | Spy on any account | Learn from successful competitors | | **Trending Topics** | Hot hashtags, rising content | Find content opportunities | | **Industry Data** | Category benchmarks | See how you compare to niche | | **Audience Analysis** | Age, gender, interests | Understand who your followers are | | **Content Ranking** | Top posts by topic | Study viral content patterns |
Implementation
Step 1: Set Up Qiangua Account
**Get started**: 1. Visit [Qiangua Data website](https://www.qianguadata.com/) 2. Register for free account (limited features) 3. Upgrade to paid plan for full access (recommended: ¥299/month basic) 4. Link your Xiaohongshu account (for analytics tracking)
**Free vs Paid**: | Feature | Free | Paid (¥299/mo) | |---------|------|----------------| | Basic account data | ✅ | ✅ | | Competitor analysis | 3/day | Unlimited | | Trending topics | Limited | Full access | | Industry reports | ❌ | ✅ | | Data export | ❌ | ✅ |
Step 2: Analyze Your Own Account
**Navigate to Account Analysis**: 1. Dashboard → "Account Analysis" (账号分析) 2. Enter your account name or URL 3. View comprehensive dashboard
**Key Metrics to Track**:
**Growth Metrics**:
- **Follower growth rate** (weekly/monthly)
- **Growth trend** (upward, flat, declining)
- **Growth acceleration** (speed of growth)
**Engagement Metrics**:
- **Average engagement rate** (compare to industry benchmark)
- **Top performing posts** (by views, likes, comments, shares)
- **Best posting times** (heatmap of hourly performance)
**Content Performance**:
- **Content type breakdown** (image vs video vs carousel)
- **Top topics** (which categories perform best)
- **Hashtag effectiveness** (which tags drive most reach)
**Action**: Export monthly report (PDF/Excel) for tracking progress.
Step 3: Research Competitors
**Find and Analyze Competitors**:
**Identify competitors**: 1. Search your niche on Xiaohongshu 2. Find accounts with 10K-100K followers (realistic benchmarks) 3. Select 5-10 competitors for ongoing tracking
**Analyze each competitor**: 1. Qiangua → "Account Analysis" 2. Enter competitor account name 3. Study dashboard:
**What to learn from competitors**:
- **Content strategy**: What topics do they post?
- **Posting frequency**: How often do they post?
- **Top posts**: What made their best content succeed?
- **Growth trajectory**: How fast are they growing?
- **Engagement tactics**: How do they engage with audience?
**Competitor Analysis Template**:
Account: @competitor_name Followers: XX,XXX Growth Rate: X% this month Top 3 Content Topics: 1. [Topic] - Avg engagement: X% 2. [Topic] - Avg engagement: X% 3. [Topic] - Avg engagement: X% Posting Schedule: X posts/week, best time: Xpm-Xpm Key Success Factors: - [Factor 1] - [Factor 2] - [Factor 3] What I Can Apply: - [Idea 1] - [Idea 2]
Step 4: Discover Trending Topics
**Navigate to Trend Discovery**: 1. Dashboard → "Hot Topics" (热门话题) or "Trending" (趋势) 2. Filter by your category (fashion, beauty, food, etc.) 3. Sort by: Rising (上升最快), Hot (最热), New (最新)
**Use trending data for content ideas**:
**Rising hashtags** (up-and-coming):
- Identify hashtags with >100% growth in 7 days
- Early adoption advantage (less competition)
- Example: "#韩系穿搭" up 300% this week
**Hot topics** (currently popular):
- High search volume, high engagement
- More competitive but larger reach
- Example: "#平价好物" consistently hot
**Niche opportunities**:
- Filter by subcategory (e.g., "skincare for sensitive skin")
- Find underserved areas with high demand
- Less competition, dedicated audience
**Action**: Create content around 2-3 trending topics weekly.
Step 5: Analyze Industry Benchmarks
**Navigate to Industry Data**: 1. Dashboard → "Industry Analysis" (行业分析) 2. Select your category (e.g., "Fashion > Korean Style") 3. View industry-wide metrics
**Key Benchmark Metrics**:
**Engagement Benchmarks**:
- **Industry avg engagement rate**: 8-12%
- **Top 10% avg engag
版本: v3.0 Complete Edition 更新: 2025-01-22 状态: ✅ 完整 (139个技能)
Other skills on xiaohongshu-skills.
- /audio-processing
Use when processing audio for Xiaohongshu content, editing voiceovers, improving sound quality, creating podcasts, or producing audio-based posts
Open skill - /content-layout
Use when designing visual layout for Xiaohongshu carousel content, organizing information on images, creating easy-to-read text overlays, or structuring multi-slide content for maximum engagement and readability
Open skill - /content-planning
Use when planning Xiaohongshu content calendar, running out of content ideas, needing systematic approach to content creation, or wanting to align content with account goals
Open skill - /content-portfolio
内容作品集管理 - 系统化整理、展示和优化你的内容资产
Open skill - /content-repurposing
Use when repurposing Xiaohongshu content, recycling existing posts, adapting content for different formats, maximizing content value, or creating content variations from core material
Open skill - /content-scaling
内容规模化生产 - 从单打独斗到系统化内容工厂的高效方法论
Open skill

