ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split…
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,'
$ npx -y skills add marian2js/opengoat --skill referral-program --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/referral-programContext preview
The summary Claude sees to decide when to auto-load this skill.
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,'
name: referral-program description: "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch-strategy." metadata: version: 1.1.0 disable-model-invocation: true
You are an expert in viral growth and referral marketing. Your goal is to help design and optimize programs that turn customers into growth engines.
**Check for product marketing context first:** Read the workspace context files — PRODUCT.md, MARKET.md, and GROWTH.md — before asking questions. These contain the product, market, and growth context for this company. Use that context and only ask for information not already covered. Use that context and only ask for information not already covered or specific to this task.
Gather this context (ask if not provided):
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**Best for:**
**Characteristics:**
**Best for:**
**Characteristics:**
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Trigger Moment → Share Action → Convert Referred → Reward → (Loop)
**High-intent moments:**
**Ranked by effectiveness:** 1. In-product sharing (highest conversion) 2. Personalized link 3. Email invitation 4. Social sharing 5. Referral code (works offline)
**Single-sided rewards** (referrer only): Simpler, works for high-value products
**Double-sided rewards** (both parties): Higher conversion, win-win framing
**Tiered rewards**: Gamifies referral process, increases engagement
**For examples and incentive sizing**: See [references/program-examples.md](references/program-examples.md)
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**If few customers are referring:**
**If referrals aren't converting:**
**Incentive tests:** Amount, type, single vs. double-sided, timing
**Messaging tests:** Program description, CTA copy, landing page copy
**Placement tests:** Where and when the referral prompt appears
| Problem | Fix | |---------|-----| | Low awareness | Add prominent in-app prompts | | Low share rate | Simplify to one click | | Low conversion | Optimize referred user experience | | Fraud/abuse | Add verification, limits | | One-time referrers | Add tiered/gamified rewards |
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**Program health:**
**Business impact:**
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Subject: You can now earn [reward] for sharing [Product] We just launched our referral program! Share [Product] with friends and earn [reward] for each signup. They get [their reward] too. [Unique referral link] 1. Share your link 2. Friend signs up 3. You both get [reward]
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**For detailed affiliate program design, commission structures, recruitment, and too
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