AGENT SKILLBY VIVY-YI
Referral growth
AT A GLANCE
Referral growth is a growth skill for AI agents. Referral growth is leveraging Xiaohongshu's social features and share mechanisms to turn existing followers into promoters who share your content with their. It is published by vivy-yi in the vivy-yi/xiaohongshu-skills GitHub repository (269 stars), which does not specify a license. Install it with: npx skills add vivy-yi/xiaohongshu-skills --skill referral-growth
- SOURCE REPOSITORY
- vivy-yi/xiaohongshu-skills (opens GitHub in a new tab)
- REPO STARS
- SOURCE REPOSITORY
- LICENSE
- Not specifiedCHECK THE REPO
- CATEGORIES
- SKILL.MD SIZE
- 11.6 KB353 LINES
QUICK ANSWER
- WHAT IT IS01
- Referral growth is leveraging Xiaohongshu's social features and share mechanisms to turn existing followers into promoters who share your content with their networks, creating viral, exponential growth beyond your. The value is a focused slice of growth marketing judgment, useful when several similar skills cover the same ground.
- INPUTS02
- Context for growth marketing: your goals, audience, constraints, and any source material the skill asks for.
- OUTPUT03
- A ready-to-use result for growth marketing: the analysis, copy, or recommendations the agent produces.
INSTALL
One command adds this skill from its source repository.
npx skills add vivy-yi/xiaohongshu-skills --skill referral-growthREAD THE SKILL.MD BELOW BEFORE YOU RUN IT. SKILLS INSTRUCT YOUR AGENT.
SKILL.MD
The full file, as published in the source repository. Copy it, download it or open it on GitHub.
ON THIS PAGE · 13
Referral Growth (裂变增长)#
Overview#
Referral growth is leveraging Xiaohongshu's social features and share mechanisms to turn existing followers into promoters who share your content with their networks, creating viral, exponential growth beyond your immediate reach.
When to Use#
Use when:
- Creating shareable content that spreads through networks
- Implementing follower referral programs
- Designing content with built-in share triggers
- Leveraging user-generated content for growth
- Aiming for viral word-of-mouth expansion
Do NOT use when:
- Focusing on paid acquisition (different strategy)
- Content has no share value (not worth sharing)
- Early stage with few followers to refer (build foundation first)
Core Pattern#
Before (content stays with followers):
❌ "My followers see my content, but that's it"
❌ "Why isn't my content spreading beyond my audience?"
❌ "No shares, no mentions, no growth from referrals"
❌ "My followers don't share my content with their friends"After (followers become promoters):
✅ "Created 'Tag a friend who needs this' content - 30% increase in shares"
✅ "Follower shared my post, brought 12 new followers"
✅ "Referral program: Follower refers 3 friends, gets exclusive bonus"
✅ "UGC campaign: 50 followers shared their results, reached 10k+ new people"
✅ "Content spreading through 2nd and 3rd degree networks (friends of friends)"5 Referral Growth Mechanics:
- Share Triggers - Elements that motivate sharing (helpful, relatable, impressive)
- Social Currency - Content makes sharer look good (knowledgeable, connected)
- Practical Value - Worth sharing because it helps others
- Emotional Connection - Content resonates, sharer wants others to feel same
- Ease of Sharing - Simple to share (one tap, tag, mention)
Quick Reference#
| Referral Method | Viral Potential | Implementation | Difficulty |
|---|---|---|---|
| Tag a Friend | Medium | Explicit CTA in content | Low |
| Share to Story | High | Easy reshare button | Low |
| UGC Campaign | Very High | Contest/hashtag campaign | Medium |
| Referral Program | Medium | Follower rewards | Medium |
| Content Format | High | Inherently shareable | Low |
Implementation#
Step 1: Create Shareable Content#
Design Content with Share Triggers:
Highly Shareable Content Types:
1. "Tag a Friend" Content
- Problem-solution format
- "Tag someone who needs to see this"
- Common pain points
- Example: "Struggling with dry skin? Tag a friend who needs these hacks"
2. Results/Transformation Content
- Before/after proof
- Achievements unlocked
- "Look what happened in 30 days!"
- Creates: "I want that too!" sharing
3. Helpful/Saveable Content
- Comprehensive guides
- "Ultimate list" posts
- "Forward this to someone who needs it"
- Creates: "This will help my friend!" sharing
4. Relatable/Humor Content
- "Me vs. also me" memes
- Common experiences
- "This is so me, sending to all my friends"
- Creates: Emotional connection sharing
5. Conversation-Starting Content
- Controversial opinions
- Hot takes on trending topics
- "What do you think? Tag friends, discuss below"
- Creates: Debate and discussion sharingAdd Explicit Share CTAs:
Share Triggers in Content:
In Captions:
✅ "Tag a friend who struggles with [problem]"
✅ "Share this with someone who needs to see it"
✅ "Send this to your skincare group chat"
✅ "Forward to your bestie - you know who she is! 😉"
✅ "Who else needs to know this? Tag them below!"
In Content (Last Slide):
✅ "Tag 3 friends and I'll send you [bonus/guide]"
✅ "Share to story and tag me for [exclusive content]"
✅ "Screenshot this and send to your group chat"
In Video:
✅ "Share this with a friend who's always asking about [topic]"
✅ "Forward this video to someone who thinks [misconception]"
✅ "Send to your family group chat - everyone does this!"
Share CTA Best Practices:
- Make it specific (not "share" but "tag a friend who...")
- Make it easy (one-tap share buttons)
- Make it rewarding (shared value earns social capital)
- Make it natural (fits content, not forced)Step 2: Launch UGC Campaigns#
User-Generated Content Strategy:
UGC Campaign Framework:
1. Define Campaign Theme
- Topic: [30-Day Skincare Challenge]
- Hashtag: #[YourBrand]Challenge
- Duration: 30 days
- Incentive: Feature on account + prizes
2. Create Campaign Launch Post
"I'm starting a 30-Day Skincare Challenge!
Starting [Date], I'll be doing [specific routine].
Want to join me?
1. Follow @[youraccount]
2. Use hashtag #[YourBrand]Challenge
3. Post your progress daily
I'll feature my favorite transformations every Friday!
Best transformation wins [prize]!
Who's in? Comment 'CHALLENGE' below! 👇"
3. Provide Campaign Resources
- Downloadable challenge guide
- Daily prompts/checklists
- Example posts for inspiration
- Community support (group chat)
4. Amplify Participant Content
- Share UGC to your stories
- Create compilation posts
- Feature participants on feed
- Engage with every post (comments, likes)
5. Award and Recognize
- Weekly winners
- Final prizes
- All participants get [benefit]
- Highlight transformations
Campaign Benefits:
- Participants create content about YOU
- Their followers see your brand
- Viral spread through their networks
- Authentic social proof
- Community buildingStep 3: Implement Referral Programs#
Follower Referral System:
Referral Program Design:
Structure:
- Follower refers friends → Both get reward
- Track referrals (unique code, link, or mention)
- Deliver reward automatically or manually
Rewards Ideas:
✅ Free exclusive content (guide, e-book)
✅ Discount code (10-20% off products)
✅ Early access (see content before public)
✅ Feature on account (shoutout)
✅ Entry into giveaway/contest
Example Program:
"REFER A FRIEND PROGRAM
Love my content? Share it with friends!
How it works:
1. Share your unique referral link
2. Friend clicks and follows
3. You BOTH get rewarded!
Rewards:
You get: Free 'Skincare Secrets' guide (worth ¥99)
Friend gets: 20% off their first order/product
Get your unique link: [link]
Track referrals: [dashboard]
Top referrer each month wins [special prize]!"
Implementation Tools:
- Generate unique codes/links for each follower
- Track referrals automatically (platform features or third-party)
- Deliver rewards automatically (email or platform)
- Leaderboard for top referrersStep 4: Leverage Social Platforms#
Cross-Platform Referral Strategy:
Multi-Platform Amplification:
1. WeChat/Weibo Integration
- Share Xiaohongshu posts to WeChat moments
- "Follow me on Xiaohongshu for more!"
- Cross-post teasers (not full content)
- Link back to Xiaohongshu account
- Target: Different audience segments
2. Collaborator Cross-Promotion
- Find similar-sized accounts in niche
- Propose: "I'll share your post, you share mine"
- Mutual shoutout exchanges
- Combined content creation
- Target: Access each other's audiences
3. Community Partnerships
- Join relevant WeChat groups
- Provide value (answer questions, share tips)
- Subtle promotion: "I wrote a detailed guide on [topic], link in bio"
- Build trust before promoting
- Target: Niche communities
4. Influencer/Seeding
- Send products to micro-influencers
- Ask for honest review/post
- Their followers see your brand
- Authentic recommendations
- Target: Influencer's engaged audience
Cross-Platform Best Practices:
- Adapt content to platform (don't just auto-post)
- Engage with each platform's community
- Track which platforms drive best traffic
- Focus on 2-3 platforms max (don't spread too thin)Step 5: Optimize for Viral Sharing#
Content Viral Optimization:
Viral Content Elements:
1. Emotional Triggers
- Surprise: "I can't believe this worked!"
- Inspiration: "If I can do it, so can you!"
- Empathy: "Finally, someone who understands!"
- Urgency: "Share this before it's gone!"
2. Social Currency
- Makes sharer look:
* Knowledgeable (shares expert tips)
* Connected (first to know about trend)
* Helpful (shares valuable resource)
* Funny (shares humor)
3. Practical Utility
- So useful, almost selfish NOT to share
- "This saved me ¥500, sharing so you save too"
- Comprehensive guides
- Actionable checklists
4. Identity Signaling
- Sharing reflects on sharer
- "I'm the kind of person who [values]"
- Status signaling (early adopter, expert taste)
- Belonging (part of movement/community)
5. Network Effects
- "Tag friends so you can do this together"
- Challenge format (collective participation)
- Group identity formation
Viral Formula:
Emotional Trigger + Practical Value + Easy Share + Social Currency
= High Viral PotentialCommon Mistakes#
| Mistake | Why Happens | Fix |
|---|---|---|
| Content not share-worthy | Focus on personal value | Create content that helps others (save, share, tag) |
| No explicit share CTA | Assume people will share naturally | Always include "tag a friend" or similar CTA |
| Making sharing difficult | No clear instructions | Make sharing one-tap easy, provide clear guidance |
| Not rewarding referrals | No incentive for effort | Create referral program with mutual benefits |
| Ignoring UGC | Focus only on your content | Amplify user content, create campaigns around it |
| Forcing shares | Desperate for growth | Shares must feel natural and voluntary |
| Not tracking referrals | Can't measure what works | Track referrals, identify top promoters, reward them |
| Low-quality content | Won't be shared (embarrassing) | Only great content gets shared - quality first |
| Not engaging with sharers | Miss opportunity to deepen relationship | Thank everyone who shares, engage with their audience |
| Inauthentic referral tactics | Feels spammy, salesy | Focus on genuine value, not manipulation |
Real-World Impact#
Case Study: Referral Growth Campaign
- Before: 500 followers, relying on content alone for growth, 50 new followers/month
- After: Launched UGC campaign + referral program, existing followers became promoters
- Result: 500 followers → 3,200 followers in 60 days, 40% from referrals/shares, 2,000+ content pieces created by community
Data-Backed Insights:
- Content with "tag a friend" CTA gets 3x more shares than without
- UGC campaigns generate 5-10x more reach than brand content alone
- Referral programs can increase growth rate by 50-100%
- Each active sharer brings 5-20 new followers on average
- Top 10% of followers account for 50% of referral growth
- Content shared by followers reaches 2-3x beyond original audience (friends of friends)
- Referral followers have 2x higher retention than discovery followers (social connection)
Related Skills#
REQUIRED: Use fan-operations (community drives referrals) REQUIRED: Use viral-creation (content worth sharing)
Recommended for referral growth:
- seeding-content-creation (create share-worthy content)
- content-planning (plan referral campaigns)
- user-retention (turn referrals into loyal followers)
- data-analytics (track referral sources)
Use referral-growth WITH:
- viral-creation (viral content gets shared most)
- user-retention (keep referred followers)
- traffic-acquisition (acquire + retain + refer = growth loop)
Related growth skills:
- traffic-acquisition (acquire initial audience who can refer)
- user-retention (keep referred followers engaged)
- cold-start (build foundation before referral growth)
FAQ
07 QUESTIONS
01What is the Referral growth agent skill?
Referral growth is leveraging Xiaohongshu's social features and share mechanisms to turn existing followers into promoters who share your content with their networks, creating viral, exponential growth beyond your. It is listed under growth in the 100xLab agent skills directory.
02How do I install Referral growth in Cursor, Claude Code, or Codex?
Run npx skills add vivy-yi/xiaohongshu-skills --skill referral-growth in the project where you want it, then ask your agent for the skill by name. The --skill flag installs only Referral growth, not every skill in the repository.
03What does the Referral growth SKILL.md cover?
The SKILL.md includes sections on Overview, When to Use, Core Pattern, Quick Reference, Implementation and Step 1: Create Shareable Content. Read the full text on this page or in plain markdown at /resources/agent-skills/vivy-yi-xiaohongshu-skills--referral-growth--wvgtpm/raw.
04Which agents can use Referral growth?
Referral growth installs with the cross-agent skills installer (npx skills add), which sets it up for agents such as Claude Code, Cursor and Codex. Each agent loads the SKILL.md when you ask for the skill by name.
05What license is Referral growth under?
No license was detected on the vivy-yi/xiaohongshu-skills repository, so the license is not specified. Check with vivy-yi before you redistribute or build on the skill.
06Is Referral growth free to use?
Reading and installing Referral growth costs nothing, because it is published in a public GitHub repository. The repository specifies no license, so ask vivy-yi before you reuse or redistribute it.
07Where is the source of Referral growth?
Referral growth comes from https://github.com/vivy-yi/xiaohongshu-skills, which has 269 GitHub stars. The SKILL.md is at https://github.com/vivy-yi/xiaohongshu-skills/blob/HEAD/skills/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/referral-growth/SKILL.md. The author is vivy-yi.
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ATTRIBUTION
Referral growth was written by its original authors and is published in vivy-yi/xiaohongshu-skills (opens GitHub in a new tab) under no license stated in the repository. All rights stay with the original authors.
100xLab did not write, maintain or endorse this skill. This page lists it for discovery. Repo stars belong to the source repository, not to the skill. Review any skill before you install it.