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/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

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xiaohongshu-skills
364139 skills
Install
$ npx -y skills add vivy-yi/xiaohongshu-skills --skill qiangua-data --agent claude-code

How 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.md
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
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Ships withxiaohongshu-skills

版本: v3.0 Complete Edition 更新: 2025-01-22 状态: ✅ 完整 (139个技能)

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