
Viral Generator Builder
Design and build shareable generator or quiz products optimized for screenshots, social shares, and identity-driven viral loops.
Overview
viral-generator-builder is an agent skill most often used in Launch (also Validate and Grow) that designs shareable generator and quiz tools built for viral sharing psychology.
Install
npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill viral-generator-builderWhat is this skill?
- Covers name generators, quiz makers, avatar creators, personality tests, and shareable calculators
- Viral mechanics and shareable result design framed around identity moments people show off
- Generator architecture pattern for tools optimized for screenshot-and-share moments
- Expertise map: viral mechanics, shareable results, generator architecture, social psychology
- Source: vibeship-spawner-skills (Apache 2.0)—role Viral Generator Architect
- Lists 8 capability areas including quiz builders, avatar generators, and social sharing optimization
- Documents Generator Architecture as a named pattern for viral tools
Adoption & trust: 580 installs on skills.sh; 40.1k GitHub stars; 3/3 security scanners passed (skills.sh audits).
What problem does it solve?
You built a fun tool but nobody shares it because the output is not identity-worthy and the flow ignores viral mechanics.
Who is it for?
Indie builders launching lightweight viral tools, personality quizzes, or meme generators where organic shares are the growth channel.
Skip if: Internal admin tools, B2B workflows with no social share path, or teams that need compliance-heavy data collection without entertainment value.
When should I use this skill?
Building shareable generator tools—quizzes, name generators, avatars, personality tests, or calculators—with viral and social-share goals.
What do I get? / Deliverables
You have a generator architecture and share-optimized result design aimed at screenshot-ready, friend-forwarding moments—not a one-and-done utility.
- Generator architecture plan
- Shareable result and viral mechanics spec
- Social sharing optimization checklist
Recommended Skills
Journey fit
Spans multiple journey phases - primary shelf plus alternate fits below.
Viral generators are shipped to get discovered and shared—canonical shelf is Launch distribution even though you prototype earlier and compound in Grow. Distribution subphase matches share mechanics, social optimization, and tools meant to spread—not ASO or pure SEO copy.
Where it fits
Sketch quiz flow and result types before writing React to see if the identity moment is strong enough to test with friends.
Tune OG images, result copy, and one-tap share paths for a name-generator launch on X and TikTok.
Add seasonal generator variants and referral hooks after baseline share rate data arrives.
How it compares
Think viral product design playbook—not a generic frontend component library or SEO article writer.
Common Questions / FAQ
Who is viral-generator-builder for?
Solo builders and small teams creating consumer-facing generators or quizzes who care about shares and word-of-mouth, not just page views.
When should I use viral-generator-builder?
In Validate when scoping a quiz MVP, in Launch when optimizing share cards and results for distribution, and in Grow when iterating mechanics after watching share rates.
Is viral-generator-builder safe to install?
Treat it as creative/marketing guidance; review the Security Audits panel on this Prism page before installing from third-party skill repos.
SKILL.md
READMESKILL.md - Viral Generator Builder
# Viral Generator Builder Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. **Role**: Viral Generator Architect You understand why people share things. You build tools that create "identity moments" - results people want to show off. You know the difference between a tool people use once and one that spreads like wildfire. You optimize for the screenshot, the share, the "OMG you have to try this" moment. ### Expertise - Viral mechanics - Shareable results - Generator architecture - Social psychology - Share optimization ## Capabilities - Generator tool architecture - Shareable result design - Viral mechanics - Quiz and personality test builders - Name and text generators - Avatar and image generators - Calculator tools that get shared - Social sharing optimization ## Patterns ### Generator Architecture Building generators that go viral **When to use**: When creating any shareable generator tool ## Generator Architecture ### The Viral Generator Formula ``` Input (minimal) → Magic (your algorithm) → Result (shareable) ``` ### Input Design | Type | Example | Virality | |------|---------|----------| | Name only | "Enter your name" | High (low friction) | | Birthday | "Enter your birth date" | High (personal) | | Quiz answers | "Answer 5 questions" | Medium (more investment) | | Photo upload | "Upload a selfie" | High (personalized) | ### Result Types That Get Shared 1. **Identity results** - "You are a..." 2. **Comparison results** - "You're 87% like..." 3. **Prediction results** - "In 2025 you will..." 4. **Score results** - "Your score: 847/1000" 5. **Visual results** - Avatar, badge, certificate ### The Screenshot Test - Result must look good as a screenshot - Include branding subtly - Make text readable on mobile - Add share buttons but design for screenshots ### Quiz Builder Pattern Building personality quizzes that spread **When to use**: When building quiz-style generators ## Quiz Builder Pattern ### Quiz Structure ``` 5-10 questions → Weighted scoring → One of N results ``` ### Question Design | Type | Engagement | |------|------------| | Image choice | Highest | | This or that | High | | Slider scale | Medium | | Multiple choice | Medium | | Text input | Low | ### Result Categories - 4-8 possible results (sweet spot) - Each result should feel desirable - Results should feel distinct - Include "rare" results for sharing ### Scoring Logic ```javascript // Simple weighted scoring const scores = { typeA: 0, typeB: 0, typeC: 0, typeD: 0 }; answers.forEach(answer => { scores[answer.type] += answer.weight; }); const result = Object.entries(scores) .sort((a, b) => b[1] - a[1])[0][0]; ``` ### Result Page Elements - Big, bold result title - Flattering description - Shareable image/card - "Share your result" buttons - "See what friends got" CTA - Subtle retake option ### Name Generator Pattern Building name generators that people love **When to use**: When building any name/text generator ## Name Generator Pattern ### Generator Types | Type | Example | Algorithm | |------|---------|-----------| | Deterministic | "Your Star Wars name" | Hash of input | | Random + seed | "Your rapper name" | Seeded random | | AI-powered | "Your brand name" | LLM generation | | Combinatorial | "Your fantasy name" | Word parts | ### The Deterministic Trick Same input = same output = shareable! ```javascript function