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    viral-generator-builder

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    About

    Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools...

    SKILL.md

    Viral Generator Builder

    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.

    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
    
    ```javascript
    ## 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 generateName(input) {
      const hash = simpleHash(input.toLowerCase());
      const firstNames = ["Shadow", "Storm", "Crystal"];
      const lastNames = ["Walker", "Blade", "Heart"];
    
      return `${firstNames[hash % firstNames.length]} ${lastNames[(hash >> 8) % lastNames.length]}`;
    }
    

    Making Results Feel Personal

    • Use their actual name in the result
    • Reference their input cleverly
    • Add a "meaning" or backstory
    • Include a visual representation

    Shareability Boosters

    • "Your [X] name is:" format
    • Certificate/badge design
    • Compare with friends feature
    • Daily/weekly changing results
    
    ## Anti-Patterns
    
    ### ❌ Forgettable Results
    
    **Why bad**: Generic results don't get shared.
    "You are creative" - so what?
    No identity moment.
    Nothing to screenshot.
    
    **Instead**: Make results specific and identity-forming.
    "You're a Midnight Architect" > "You're creative"
    Add visual flair.
    Make it screenshot-worthy.
    
    ### ❌ Too Much Input
    
    **Why bad**: Every field is a dropout point.
    People want instant gratification.
    Long forms kill virality.
    Mobile users bounce.
    
    **Instead**: Minimum viable input.
    Start with just name or one question.
    Progressive disclosure if needed.
    Show progress if longer.
    
    ### ❌ Boring Share Cards
    
    **Why bad**: Social feeds are competitive.
    Bland cards get scrolled past.
    No click = no viral loop.
    Wasted opportunity.
    
    **Instead**: Design for the feed.
    Bold colors, clear text.
    Result visible without clicking.
    Your branding subtle but present.
    
    ## Related Skills
    
    Works well with: `viral-hooks`, `landing-page-design`, `seo`, `frontend`
    
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