ab-testing
When the user wants to plan, run, or read A/B tests, or asks a judgement call on one: is the result real, can we stop, which…
When the user wants referral and affiliate programs or word of mouth, or asks what to reward, how much to pay, or which loop to start with: refer-a-friend incentives, commissions and payouts, partner programs, 'made with' badges, review campaigns. For launch virality, see
Claude Code
$ npx -y skills add coreyhaines31/marketingskills --skill referrals --agent claude-code
Codex
$ npx skills add coreyhaines31/marketingskills --skill referrals -a codex -y
Cursor
$ npx skills add coreyhaines31/marketingskills --skill referrals -a cursor -y
Gemini CLI
$ npx skills add coreyhaines31/marketingskills --skill referrals -a gemini-cli -y
GitHub Copilot
$ npx skills add coreyhaines31/marketingskills --skill referrals -a github-copilot -y
OpenCode
$ npx skills add coreyhaines31/marketingskills --skill referrals -a opencode -y
Windsurf
$ npx skills add coreyhaines31/marketingskills --skill referrals -a windsurf -y
name: referrals description: "When the user wants referral and affiliate programs or word of mouth, or asks what to reward, how much to pay, or which loop to start with: refer-a-friend incentives, commissions and payouts, partner programs, 'made with' badges, review campaigns. For launch virality, see launch. For creator deals, see influencer-marketing." metadata: version: 2.2.4
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:** If `.agents/product-marketing.md` exists (or `.claude/product-marketing.md`, or the legacy `product-marketing-context.md` filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Gather this context (ask if not provided):
---
Before building a reward-driven program, check whether virality can be **built into the product** — often cheaper and more durable than paid referrals. But **don't force virality where it doesn't naturally fit.**
Place the product on the **Viral Potential Spectrum**:
If the product is on the natural end, consider **product-embedded viral mechanisms** (Powered By badges, exposure loops, social sharing, embeds, watermarks) before or alongside a reward program.
**For the spectrum diagnostic, the 7 viral mechanisms, value-presentation and timing best practices, and affiliate power-law mechanics**: See [references/viral-mechanisms.md](references/viral-mechanisms.md)
---
**Best for:**
**Characteristics:**
For partner recruitment/activation, cohort economics, executable terms, reconciliation, and measured incremental growth, load [the operating playbook](references/affiliate-operations.md). This expands the existing affiliate branch instead of creating an overlapping skill.
**Best for:**
**Characteristics:**
---
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
**Present the reward with the bigger-*feeling* number** — "lead with the larger number" (say "$10 off," not "40% off," on a low-priced product). Reward at the **aha moment or milestone**, not signup. Reduce friction: one-click share, pre-written messages.
**For examples and incentive sizing**: See [references/program-examples.md](references/program-examples.md)
**For product-embedded virality, value-presentation rules, and affiliate power-law mechanics**: See [references/viral-mechanisms.md](references/viral-mechanisms.md)
---
**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 |
---
**Program health:**
**Business impact:**
A collection of AI agent skills focused on marketing tasks. Built for technical marketers and founders who want AI coding agents to help with conversion optimization, copywriting, SEO, analytics, and growth engineering.
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