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Agent Skill · 研究检索

referral-growth(推荐增长)

referral-growth 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

referral-growth 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 39,288。

总安装 1,435周安装 61GitHub Stars 142下载 503核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:referral-growth(推荐增长)
来源仓库:https://github.com/vivy-yi/xiaohongshu-skills
仓库路径:skills/referral-growth
安装命令:
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill referral-growth
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill referral-growth

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

referral-growth 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。适用于研究检索类任务,如信息搜集、资料筛选和知识整理,尤其适合多源数据聚合与初步分析。

通过关键词、任务描述或来源仓库提供查询条件,返回结构化候选结果列表供进一步处理。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。可结合来源仓库、安装命令和原始 README 继续核验具体用法。

来源仓库内路径:skills/referral-growth

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill referral-gr…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

referral-growth 怎么安装?

在终端执行 npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill referral-growth。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

referral-growth 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

referral-growth 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

referral-growth 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

referral-growth 用的人多吗?

公开数据是累计安装 1,435 次,近一周安装 61 次,下载 503 次,GitHub 142 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

referral-growth 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
referral-growth

推荐增长 · 本页

1,435142需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

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:

  1. Share Triggers - Elements that motivate sharing (helpful, relatable, impressive)
  2. Social Currency - Content makes sharer look good (knowledgeable, connected)
  3. Practical Value - Worth sharing because it helps others
  4. Emotional Connection - Content resonates, sharer wants others to feel same
  5. Ease of Sharing - Simple to share (one tap, tag, mention)

Quick Reference

Referral MethodViral PotentialImplementationDifficulty
Tag a FriendMediumExplicit CTA in contentLow
Share to StoryHighEasy reshare buttonLow
UGC CampaignVery HighContest/hashtag campaignMedium
Referral ProgramMediumFollower rewardsMedium
Content FormatHighInherently shareableLow

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 sharing

Add 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 building

Step 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 referrers

Step 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 Potential

Common Mistakes

MistakeWhy HappensFix
Content not share-worthyFocus on personal valueCreate content that helps others (save, share, tag)
No explicit share CTAAssume people will share naturallyAlways include "tag a friend" or similar CTA
Making sharing difficultNo clear instructionsMake sharing one-tap easy, provide clear guidance
Not rewarding referralsNo incentive for effortCreate referral program with mutual benefits
Ignoring UGCFocus only on your contentAmplify user content, create campaigns around it
Forcing sharesDesperate for growthShares must feel natural and voluntary
Not tracking referralsCan't measure what worksTrack referrals, identify top promoters, reward them
Low-quality contentWon't be shared (embarrassing)Only great content gets shared - quality first
Not engaging with sharersMiss opportunity to deepen relationshipThank everyone who shares, engage with their audience
Inauthentic referral tacticsFeels spammy, salesyFocus 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)

平台分布

Codex

35.6%
按下载量换算179

Claude

32.52%
按下载量换算164

Cursor

18.16%
按下载量换算91

Gemini CLI

10%
按下载量换算50

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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