Agent skill

Referral Growth

by vivy-yi in vivy-yi/xiaohongshu-skills

A skill your agent uses when growing Xiaohongshu following through referrals and shares, creating viral content that spreads through networks, implementing share mechanisms, or turning followers…

No licenceAuto-check passedMarketing & SEO

Install Referral Growth

skills CLI
$ npx skills add vivy-yi/xiaohongshu-skills --skill referral-growth -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install vivy-yi/xiaohongshu-skills referral-growth --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/08-增长策略/referral-growth' .claude/skills/referral-growth && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
referral-growth
GitHub stars
481
Token cost
~3k tokens
SKILL.md length
594 words
Files
1
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when growing Xiaohongshu following through referrals and shares, creating viral content that spreads through networks, implementing share mechanisms, or turning followers…

  • Works in 5 steps: Create Shareable Content → Launch UGC Campaigns → Implement Referral Programs → …
  • Growing Xiaohongshu following through referrals and shares
  • SKILL.md covers Overview, When to Use, Core Pattern and Quick Reference, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Referral Growth is an agent skill from vivy-yi/xiaohongshu-skills. Use when growing Xiaohongshu following through referrals and shares, creating viral content that spreads through networks, implementing share mechanisms, or turning followers into promoters who share your content

Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering Referral and retention marketing. It works with Xiaohongshu. The repository describes itself as: 139个完整的小红书运营技能 - Claude Code 技能插件系统。覆盖内容创作、账号运营、互动运营、数据分析、电商转化、平台规则、工具生态、营销推广、增长策略9大分类。

When your agent uses it

  • Growing Xiaohongshu following through referrals and shares
  • Creating viral content that spreads through networks
  • Implementing share mechanisms
  • Turning followers into promoters who share your content

Example prompts

  • “/referral-growth”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Create Shareable Content
  2. Launch UGC Campaigns
  3. Implement Referral Programs
  4. Leverage Social Platforms
  5. Optimize for Viral Sharing

What it can do on your machine

Read from SKILL.md and the folder at commit b42ff69. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Referral Growth loads about 3k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 594 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~57
When it runs · the whole SKILL.md, loaded when a task matches
~3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 594 words (~3,028 tokens).

“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.”

— opening of SKILL.md by vivy-yi
name
referral-growth

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/08-增长策略/referral-growth of vivy-yi/xiaohongshu-skills.

Open the folder on GitHubat commit b42ff69

Compare with similar skills

Referral Growth next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Referral Growth compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Referral Growth this skillvivy-yi/xiaohongshu-skills481—~3kAutomated safety check: PassNone
Referralscoreyhaines31/marketingskills54k2 repos~2.6kAutomated safety check: PassMIT
Referral Programfreekmurze/dotfiles1k17 repos~1.8kAutomated safety check: PassNone
Churn Preventionrongxinzy/RongxinAI1543 repos~2.6kAutomated safety check: PassMIT
100m Leadsgetagentseal/founder-playbook729—~2.3kAutomated safety check: PassMIT
Churn Preventionfreekmurze/dotfiles1k13 repos~4.4kAutomated safety check: PassNone

Similar skills

  • Referrals

    coreyhaines31/marketingskills

    When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.

    54k GitHub starsUsed in 2 repos~2.6k tokens
    Marketing & SEOAuto-check passed
  • Referral Program

    freekmurze/dotfiles

    When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.

    1k GitHub starsUsed in 17 repos~1.8k tokens
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  • Churn Prevention

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    154 GitHub starsUsed in 3 repos~2.6k tokens
    Marketing & SEOAuto-check passed
  • 100m Leads

    getagentseal/founder-playbook

    Builds lead generation systems using Alex Hormozi's Core Four framework (warm outreach, content, cold outreach, paid ads), lead magnets, and Rule of 100.

    729 GitHub stars~2.3k tokensUpdated 4 days ago
    Marketing & SEOAuto-check passed
  • Churn Prevention

    freekmurze/dotfiles

    When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies.

    1k GitHub starsUsed in 13 repos~4.4k tokens
    Marketing & SEOAuto-check passed
  • Sms

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    54k GitHub starsUsed in 1 repo~4.6k tokens
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Works with

Categories

Questions about Referral Growth

What does Referral Growth do?

A skill your agent uses when growing Xiaohongshu following through referrals and shares, creating viral content that spreads through networks, implementing share mechanisms, or turning followers…. Referral Growth is an agent skill from vivy-yi/xiaohongshu-skills.

When should I use Referral Growth?

Referral Growth fits situations like: growing Xiaohongshu following through referrals and shares; creating viral content that spreads through networks; implementing share mechanisms; turning followers into promoters who share your content.

How do I install Referral Growth in Claude Code?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill referral-growth -a claude-code`. Or copy the skill folder (skills/08-增长策略/referral-growth in vivy-yi/xiaohongshu-skills) into .claude/skills/referral-growth in your project. Claude Code loads it when a task matches its description.

How do I install Referral Growth in Codex?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill referral-growth -a codex`. Or copy the skill folder (skills/08-增长策略/referral-growth in vivy-yi/xiaohongshu-skills) into .agents/skills/referral-growth in your project. Codex loads it when a task matches its description.

Can I use Referral Growth in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add vivy-yi/xiaohongshu-skills --skill referral-growth -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/referral-growth, .gemini/skills/referral-growth, .github/skills/referral-growth and .opencode/skills/referral-growth in your project.

What does Referral Growth need to run?

SKILL.md names no scripts, command-line tools or credentials: Referral Growth is instructions for the agent only.

Does Referral Growth access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Referral Growth safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Referral Growth use?

No licence was found for Referral Growth or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Referral Growth use?

About 3k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Referral Growth?

Skills that share tags, products or a category with Referral Growth: Referrals (coreyhaines31/marketingskills, 54k stars), Referral Program (freekmurze/dotfiles, 1k stars), Churn Prevention (rongxinzy/RongxinAI, 154 stars) and 100m Leads (getagentseal/founder-playbook, 729 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Referral Growth?

vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 481 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on January 23, 2026.

Source: vivy-yi/xiaohongshu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.