viral-generator-builder

精通打造易于传播的生成器工具——姓名生成器、问答测试制作器、头像生成器、性格测试与计算器工具。涵盖分享心理、病毒式传播机制,以及如何打造令人忍不住与朋友分享的工具。适用于:生成器工具、问答测试制作、姓名生成、头像创建、病毒式工具。

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name:viral-generator-builderdescription:"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. Use when: generator tool, quiz maker, name generator, avatar creator, viral tool."source:vibeship-spawner-skills (Apache 2.0)

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
    <div class="overflow-x-auto my-6"><table class="min-w-full divide-y divide-border border border-border"><thead><tr><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Type</th><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Example</th><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Virality</th></tr></thead><tbody class="divide-y divide-border"><tr><td class="px-4 py-2 text-sm text-foreground">Name only</td><td class="px-4 py-2 text-sm text-foreground">&quot;Enter your name&quot;</td><td class="px-4 py-2 text-sm text-foreground">High (low friction)</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Birthday</td><td class="px-4 py-2 text-sm text-foreground">&quot;Enter your birth date&quot;</td><td class="px-4 py-2 text-sm text-foreground">High (personal)</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Quiz answers</td><td class="px-4 py-2 text-sm text-foreground">&quot;Answer 5 questions&quot;</td><td class="px-4 py-2 text-sm text-foreground">Medium (more investment)</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Photo upload</td><td class="px-4 py-2 text-sm text-foreground">&quot;Upload a selfie&quot;</td><td class="px-4 py-2 text-sm text-foreground">High (personalized)</td></tr></tbody></table></div>

    Result Types That Get Shared


  • Identity results - "You are a..."

  • Comparison results - "You're 87% like..."

  • Prediction results - "In 2025 you will..."

  • Score results - "Your score: 847/1000"

  • 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
    <div class="overflow-x-auto my-6"><table class="min-w-full divide-y divide-border border border-border"><thead><tr><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Type</th><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Engagement</th></tr></thead><tbody class="divide-y divide-border"><tr><td class="px-4 py-2 text-sm text-foreground">Image choice</td><td class="px-4 py-2 text-sm text-foreground">Highest</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">This or that</td><td class="px-4 py-2 text-sm text-foreground">High</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Slider scale</td><td class="px-4 py-2 text-sm text-foreground">Medium</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Multiple choice</td><td class="px-4 py-2 text-sm text-foreground">Medium</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Text input</td><td class="px-4 py-2 text-sm text-foreground">Low</td></tr></tbody></table></div>

    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


    <div class="overflow-x-auto my-6"><table class="min-w-full divide-y divide-border border border-border"><thead><tr><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Type</th><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Example</th><th class="px-4 py-2 text-left text-sm font-semibold text-foreground bg-muted/50">Algorithm</th></tr></thead><tbody class="divide-y divide-border"><tr><td class="px-4 py-2 text-sm text-foreground">Deterministic</td><td class="px-4 py-2 text-sm text-foreground">&quot;Your Star Wars name&quot;</td><td class="px-4 py-2 text-sm text-foreground">Hash of input</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Random + seed</td><td class="px-4 py-2 text-sm text-foreground">&quot;Your rapper name&quot;</td><td class="px-4 py-2 text-sm text-foreground">Seeded random</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">AI-powered</td><td class="px-4 py-2 text-sm text-foreground">&quot;Your brand name&quot;</td><td class="px-4 py-2 text-sm text-foreground">LLM generation</td></tr><tr><td class="px-4 py-2 text-sm text-foreground">Combinatorial</td><td class="px-4 py-2 text-sm text-foreground">&quot;Your fantasy name&quot;</td><td class="px-4 py-2 text-sm text-foreground">Word parts</td></tr></tbody></table></div>

    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

      viral-generator-builder - Agent Skills