Viral Generator Builder
Viral Generator Builder is an design AI skill with a core value of Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. It
helps developers solve real-world problems in the design domain, boosting
efficiency, automating repetitive tasks, and optimizing workflows.
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 mechanic...
Quick Facts
mkdir -p ./skills/viral-generator-builder && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/viral-generator-builder/SKILL.md -o ./skills/viral-generator-builder/SKILL.mdRun in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# 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 FormulaInput (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 screenshotsQuiz Builder Pattern
Building personality quizzes that spread
**When to use**: When building quiz-style generators
## Quiz Builder Pattern
### Quiz Structure5-10 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// 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 optionName 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!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 resultsAnti-Patterns
❌ Forgettable Results
**Why bad**: Generic results don't get shared.
"You are creative" - so what?
No identity m
🎯 Best For
- QA engineers
- Developers writing unit tests
- UI designers
- Product designers
- Claude users
💡 Use Cases
- Generating test cases for edge conditions
- Writing integration test suites
- Generating component mockups
- Creating design system tokens
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply Viral Generator Builder to Your Work
Provide context for your task — paste source material, describe your audience, or share existing work to guide the AI.
- 4
Review and Refine
Edit the AI output for accuracy, tone, and completeness. Add human insight where the AI lacks context.
❓ Frequently Asked Questions
Does this generate test mocks?
Many testing skills include mock generation. Check the install command and skill content for details.
Does this work with Figma?
Some design skills integrate with Figma plugins. Check the Works With section for supported tools.
Does Viral Generator Builder generate production-ready design specs?
It generates detailed specifications that developers can use directly. Review and adjust for your specific design system.
How do I install Viral Generator Builder?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/viral-generator-builder/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Not testing edge cases
AI tends to generate happy-path tests. Manually review for boundary conditions.
Skipping usability testing
AI-generated designs should be validated with real users before development.
Not reading the full skill
Skills contain important context and edge cases beyond the quick start.