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Designs viral referral programs with incentive structures, sharing mechanics, and tracking. Covers one-sided, two-sided, tiered, and milestone models with viral coefficient calculations. Use when someone wants word-of-mouth growth, viral loops, invite programs, or says 'referral', 'viral loop', 'word of mouth', 'invite program', 'refer a friend', 'growth loop', 'referral incentive', 'affiliate program', 'ambassador program', 'get users to invite friends', or 'organic growth'. Even casual mentions like 'how do I get my users to spread the word' or 'can users invite others' should trigger this. Includes anti-fraud measures and copy templates for both referrer and referee. Use this whenever user-driven acquisition or viral mechanics are discussed.
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Design a referral program that turns existing users into an acquisition channel. Define the incentive model, sharing mechanics, copy, and launch plan. Focus on programs that actually get used — not "refer a friend" links that collect dust.
brand/audience.md — Personas, what they value, their networksbrand/positioning.md — Value props, pricing context for incentive sizingbrand/voice-profile.md — Brand voice for all referral copyEvaluate and recommend the right model:
One-Sided (Referrer only gets reward)
Two-Sided (Both get reward)
Tiered (Rewards increase with referral count)
Milestone (Unlock rewards at specific counts)
Selection criteria:
| Type | Best When | Example |
|---|---|---|
| Account credit | Recurring subscription | "$20 off next month" |
| Extended trial | Freemium model | "+7 days of Pro" |
| Feature unlock | Gated features exist | "Unlock advanced analytics" |
| Cash/gift card | High LTV, B2B | "$50 Amazon card" |
| Discount | E-commerce, one-time | "25% off next purchase" |
| Donation | Mission-driven brand | "$10 to charity of choice" |
| Exclusive access | Waitlist/beta | "Skip the waitlist" |
| Physical swag | Community brand | "Free branded merch" |
Unique referral link (required, baseline)
product.com/ref/[username] or product.com/r/[code]Referral code (supplement to link)
Email invite (high-intent channel)
Social sharing (volume channel)
In-product prompts (highest conversion trigger)
Dashboard prompt:
Give [incentive], Get [incentive]
Share [Product] with friends and you both get rewarded.
You've earned [X] so far from [Y] referrals.
[Copy Your Link] [Invite by Email]
Post-achievement trigger:
Nice — you just [achievement]!
Know someone who'd love this too?
Share your link and you both get [incentive].
[Share Now] [Maybe Later]
Email nudge:
Subject: You have $[X] in referral rewards waiting
You've been using [Product] for [X] weeks and
[specific achievement]. Know someone who'd benefit?
Share your personal link and you both get [incentive]:
[referral link]
[Share via Email] [Copy Link]
Referral landing page:
[Referrer name] invited you to [Product]
[Referrer] thinks you'd love [Product] — and they're
giving you [incentive] to try it.
[What Product Does — one sentence]
[Claim Your [Incentive]]
[Social proof: X users, rating, testimonial]
Referee welcome email:
Subject: [Referrer] gifted you [incentive] for [Product]
Welcome! [Referrer name] shared [Product] with you
and you've got [incentive] waiting.
Here's how to get started:
1. [Quick start step]
2. [Quick start step]
3. [Quick start step]
[Get Started with [Incentive]]
Viral Coefficient (K) = i x c
i = invitations sent per user
c = conversion rate of invitations
K > 1 = viral growth (each user brings >1 new user)
K = 0.5 = healthy referral supplement
K < 0.2 = program needs work
Example:
- Average user sends 5 invites
- 15% of invites convert
- K = 5 x 0.15 = 0.75 (strong, not viral)
To improve K:
- Increase i: More sharing triggers, easier sharing mechanics
- Increase c: Better referee landing page, stronger incentive
| Metric | Formula | Healthy Range |
|---|---|---|
| Participation rate | Users who shared / Total users | 10-25% |
| Shares per user | Total shares / Participating users | 3-8 |
| Invite conversion rate | Signups / Total shares | 10-25% |
| Referral revenue % | Referred revenue / Total revenue | 15-35% |
| Time to first referral | Avg days from signup to first share | <30 days |
| Viral coefficient | Invites x Conversion rate | >0.3 |
| Referral CAC | Program cost / Referred customers | <Paid CAC |
Each referral program design produces:
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Add a new sound effect to @remotion/sfx
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Use when setting up a secure email inbox for any AI agent — configuring inbound email via Resend, webhooks, tunneling for local development, and implementing security measures to prevent prompt injection attacks. Also use when someone mentions 'agent email', 'bot inbox', 'receive emails for agent', 'agent webhook', 'email security for AI', 'prompt injection via email', 'inbound email for bot', or wants their AI agent to receive and respond to emails securely.
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Builds, measures, and improves an Answer Engine Optimization program across ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Copilot. Use for AEO, GEO, LLMO, AI search visibility, AI citations, brand mentions, answer-engine monitoring, llms.txt, AI crawler audits, or questions like 'what does AI say about us?' and 'why are competitors cited instead of us?'. Produces a durable evidence report and prioritized gameplan, not a one-shot content checklist.
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Generate Apple App Store screenshot pages as a Next.js app with html-to-image export at required resolutions. Screenshots are advertisements, not documentation — every screenshot sells one idea. Use when building App Store screenshots, generating exportable marketing screenshots for iOS apps, or creating programmatic screenshot generators. Triggers on 'app store screenshots', 'App Store', 'screenshot generator', 'iOS screenshots', 'marketing screenshots', 'phone mockup', 'ASO screenshots', 'app store assets', 'app listing', 'app store page', or 'app preview images'. Also use when someone is about to submit an app and needs store assets, or when they say 'make my app store page look good'. Includes iPhone and iPad mockup components with pre-measured dimensions.
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Build detailed buyer personas and audience profiles from research. Use this skill whenever the user mentions audience, buyer persona, ideal customer, target market, ICP, watering holes, 'who am I selling to', customer research, or audience profile. Also use when content feels unfocused or generic (that's an audience problem), when conversion is low because messaging doesn't resonate, when starting any new project (audience should be first), or when any downstream skill needs audience.md but it doesn't exist yet. Even if the user doesn't explicitly ask for audience research, trigger this if they're writing copy or building a landing page without a clear audience defined. Three approaches: Quick Profile, Persona Build, Community Mining.
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