/growth-hacking
Use when rapidly growing Xiaohongshu following, implementing viral strategies, leveraging platform mechanics, or accelerating follower acquisition
$ npx -y skills add vivy-yi/xiaohongshu-skills --skill growth-hacking --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
/growth-hacking
Context preview
The summary Claude sees to decide when to auto-load this skill.
Use when rapidly growing Xiaohongshu following, implementing viral strategies, leveraging platform mechanics, or accelerating follower acquisition
SKILL.md
growth-hacking.SKILL.mdname: growth-hacking
description: Use when rapidly growing Xiaohongshu following, implementing viral strategies, leveraging platform mechanics, or accelerating follower acquisition
Growth Hacking (增长黑客)
Overview
Growth hacking is the strategic use of creative, unconventional, and data-driven tactics to rapidly acquire and retain followers on Xiaohongongshu by exploiting platform mechanics, viral loops, and psychological triggers. Unlike slow, organic growth, growth hacking seeks breakthrough growth spurts through systematic experimentation, rapid iteration, and leveraged actions—multiplying follower acquisition efforts 10-100x through smart tactics rather than 10x effort. The core principle: growth is a math problem—optimize the equation (views × conversion rate × viral coefficient) by testing every variable, doubling down on what works, and ruthlessly eliminating what doesn't. Growth hackers don't work harder—they work smarter by understanding and exploiting platform dynamics.
**Key insight**: Xiaohongshu's viral mechanics (shares, saves, comments) create compound growth. A post with 10% share rate (vs. 1% baseline) achieves 10x more reach through network effects. Growth hackers systematically test variables (post timing, content types, CTAs, collaborations) to identify viral coefficients, then scale winners. The fastest-growing accounts don't just post great content—they engineer viral loops: content designed to be shared, mechanics that encourage saves, and social proof that triggers follows. Growth hacking isn't about gaming the system (which can backfire)—it's about rapid experimentation to find what resonates, then doubling down with 10x intensity.
When to Use
**Use when**:
- Rapidly growing new account (0-10K followers phase)
- Breaking through growth plateaus
- Testing new content directions or formats
- Launching viral challenges or campaigns
- Maximizing network effects through shareable content
- Leveraging platform features for discoverability
- Accelerating growth before monetization phase
- A/B testing growth strategies
**Do NOT use when**:
- Audience is established and growth is steady (focus on monetization instead)
- Tactics violate platform rules or community guidelines
- Short-term spikes sacrifice long-term trust and reputation
- Content quality suffers for growth tactics (quality first, growth second)
- Audience engagement is already high but growth is slow (focus on retention)
Core Pattern
**Before** (slow, organic growth): ❌ "Posting content, waiting for gradual growth" ❌ "No strategy, just hope algorithm finds me" ❌ "1-2% follower conversion rate from views" ❌ "No viral mechanics, no network effects" ❌ "Growth takes 6-12 months to gain 1K followers"
**After** (growth-hacked, rapid acceleration): ✅ "Systematic testing of every growth variable" ✅ "Identifies viral tactics, 10x on winners" ✅ "5-10% follower conversion from views through optimization" ✅ "Viral loops, network effects, compound growth" ✅ "Gains 1K followers in 1-4 weeks through smart tactics"
**6 Growth Hacking Dimensions**:
| Dimension | Traditional | Growth Hacking | Multiplier | |-----------|-----------|----------------|------------| | **Content testing** | Post what feels right | A/B test everything | 5-10x improvement | | **Timing optimization** | Post when convenient | Data-driven timing | 2-3x views | | **Viral mechanics** | Hope for shares | Design for virality | 10x share rate | | **Social proof** | Show follower count | Leverage authority | 3-4x conversion | | **Platform features** | Use basic features | Exploit mechanics | 5x discoverability | | **Collaboration leverage** | Solo efforts | Strategic partnerships | 10x reach |
Quick Reference
**Growth Hacking Tactics by Follower Stage**:
| Stage | Primary Tactics | Secondary Tactics | Metrics | |-------|----------------|------------------|----------| | **0-1K** (cold start) | Trend participation, aggressive hashtags, cross-platform promotion | Personal network outreach, engagement groups | Follower acquisition rate | | **1K-10K** (traction) | Viral challenges, shareable content, collaborations | SEO optimization, featured by platform | Engagement rate, share rate | | **10K-50K** (momentum) | Influencer shoutouts, community building, UGC campaigns | Series content, live streams, events | Conversion rate, retention | | **50K+** (scaling) | Brand partnerships, paid promotion, cross-platform | Product launches, affiliate programs | Revenue, LTV |
**Viral Mechanics to Engineer**:
| Mechanic | How to Trigger | Amplification | Example | |----------|---------------|--------------|---------| | **Share loop** | Create highly shareable content (lists, infographics) | Each share exposes to new audience | "10个平价彩妆好物" | | **Save loop** | Create reference-worthy content (tutorials, guides) | Saves increase reach in algorithm | "保姆级新手教程" | | **Comment loop** | Ask questions, spark discussions | Comments boost visibility | "你更喜欢A还是B?" | | **Challenge loop** | Create participatory challenges | Users share their participation | "7天打卡挑战" | | **Collaboration loop** | Cross-promote with similar creators | Expose to each other's audiences | "账号互推" |
**Growth Rate Benchmarks** (per month):
| Stage | Slow Growth | Average Growth | Fast Growth | Viral Growth | |-------|-----------|---------------|-------------|-------------| | **0-1K** | +100/month | +300/month | +500/month | +1000+/month | | **1K-10K** | +200/month | +500/month | +1000/month | +2000+/month | | **10K-50K** | +500/month | +1000/month | +2000/month | +5000+/month | | **50K-100K** | +1000/month | +2000/month | +4000/month | +10000+/month |
Implementation
Step 1: Identify Growth Levers
Understand what drives follower acquisition for your account specifically.
**Growth Equation**:
Follower Growth = Views × Conversion Rate × Viral Coefficient
Views = Reach × Click-through Rate
Conversion Rate = Profile visits × Follow rate
Viral Coefficient = Share rate
Read more
name: growth-hacking description: Use when rapidly growing Xiaohongshu following, implementing viral strategies, leveraging platform mechanics, or accelerating follower acquisition
Growth Hacking (增长黑客)
Overview
Growth hacking is the strategic use of creative, unconventional, and data-driven tactics to rapidly acquire and retain followers on Xiaohongongshu by exploiting platform mechanics, viral loops, and psychological triggers. Unlike slow, organic growth, growth hacking seeks breakthrough growth spurts through systematic experimentation, rapid iteration, and leveraged actions—multiplying follower acquisition efforts 10-100x through smart tactics rather than 10x effort. The core principle: growth is a math problem—optimize the equation (views × conversion rate × viral coefficient) by testing every variable, doubling down on what works, and ruthlessly eliminating what doesn't. Growth hackers don't work harder—they work smarter by understanding and exploiting platform dynamics.
**Key insight**: Xiaohongshu's viral mechanics (shares, saves, comments) create compound growth. A post with 10% share rate (vs. 1% baseline) achieves 10x more reach through network effects. Growth hackers systematically test variables (post timing, content types, CTAs, collaborations) to identify viral coefficients, then scale winners. The fastest-growing accounts don't just post great content—they engineer viral loops: content designed to be shared, mechanics that encourage saves, and social proof that triggers follows. Growth hacking isn't about gaming the system (which can backfire)—it's about rapid experimentation to find what resonates, then doubling down with 10x intensity.
When to Use
**Use when**:
- Rapidly growing new account (0-10K followers phase)
- Breaking through growth plateaus
- Testing new content directions or formats
- Launching viral challenges or campaigns
- Maximizing network effects through shareable content
- Leveraging platform features for discoverability
- Accelerating growth before monetization phase
- A/B testing growth strategies
**Do NOT use when**:
- Audience is established and growth is steady (focus on monetization instead)
- Tactics violate platform rules or community guidelines
- Short-term spikes sacrifice long-term trust and reputation
- Content quality suffers for growth tactics (quality first, growth second)
- Audience engagement is already high but growth is slow (focus on retention)
Core Pattern
**Before** (slow, organic growth): ❌ "Posting content, waiting for gradual growth" ❌ "No strategy, just hope algorithm finds me" ❌ "1-2% follower conversion rate from views" ❌ "No viral mechanics, no network effects" ❌ "Growth takes 6-12 months to gain 1K followers"
**After** (growth-hacked, rapid acceleration): ✅ "Systematic testing of every growth variable" ✅ "Identifies viral tactics, 10x on winners" ✅ "5-10% follower conversion from views through optimization" ✅ "Viral loops, network effects, compound growth" ✅ "Gains 1K followers in 1-4 weeks through smart tactics"
**6 Growth Hacking Dimensions**:
| Dimension | Traditional | Growth Hacking | Multiplier | |-----------|-----------|----------------|------------| | **Content testing** | Post what feels right | A/B test everything | 5-10x improvement | | **Timing optimization** | Post when convenient | Data-driven timing | 2-3x views | | **Viral mechanics** | Hope for shares | Design for virality | 10x share rate | | **Social proof** | Show follower count | Leverage authority | 3-4x conversion | | **Platform features** | Use basic features | Exploit mechanics | 5x discoverability | | **Collaboration leverage** | Solo efforts | Strategic partnerships | 10x reach |
Quick Reference
**Growth Hacking Tactics by Follower Stage**:
| Stage | Primary Tactics | Secondary Tactics | Metrics | |-------|----------------|------------------|----------| | **0-1K** (cold start) | Trend participation, aggressive hashtags, cross-platform promotion | Personal network outreach, engagement groups | Follower acquisition rate | | **1K-10K** (traction) | Viral challenges, shareable content, collaborations | SEO optimization, featured by platform | Engagement rate, share rate | | **10K-50K** (momentum) | Influencer shoutouts, community building, UGC campaigns | Series content, live streams, events | Conversion rate, retention | | **50K+** (scaling) | Brand partnerships, paid promotion, cross-platform | Product launches, affiliate programs | Revenue, LTV |
**Viral Mechanics to Engineer**:
| Mechanic | How to Trigger | Amplification | Example | |----------|---------------|--------------|---------| | **Share loop** | Create highly shareable content (lists, infographics) | Each share exposes to new audience | "10个平价彩妆好物" | | **Save loop** | Create reference-worthy content (tutorials, guides) | Saves increase reach in algorithm | "保姆级新手教程" | | **Comment loop** | Ask questions, spark discussions | Comments boost visibility | "你更喜欢A还是B?" | | **Challenge loop** | Create participatory challenges | Users share their participation | "7天打卡挑战" | | **Collaboration loop** | Cross-promote with similar creators | Expose to each other's audiences | "账号互推" |
**Growth Rate Benchmarks** (per month):
| Stage | Slow Growth | Average Growth | Fast Growth | Viral Growth | |-------|-----------|---------------|-------------|-------------| | **0-1K** | +100/month | +300/month | +500/month | +1000+/month | | **1K-10K** | +200/month | +500/month | +1000/month | +2000+/month | | **10K-50K** | +500/month | +1000/month | +2000/month | +5000+/month | | **50K-100K** | +1000/month | +2000/month | +4000/month | +10000+/month |
Implementation
Step 1: Identify Growth Levers
Understand what drives follower acquisition for your account specifically.
**Growth Equation**:
Follower Growth = Views × Conversion Rate × Viral Coefficient Views = Reach × Click-through Rate Conversion Rate = Profile visits × Follow rate Viral Coefficient = Share rate
版本: v3.0 Complete Edition 更新: 2025-01-22 状态: ✅ 完整 (139个技能)
Other skills on xiaohongshu-skills.
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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

