viral-generator-builder▌
sickn33/antigravity-awesome-skills · updated Apr 8, 2026
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Design shareable generator tools optimized for social virality and identity moments.
- ›Covers generator architectures for name generators, quizzes, personality tests, avatars, and calculators with patterns for deterministic and AI-powered outputs
- ›Emphasizes minimal input design, screenshot-optimized result cards, and identity-forming outputs that users want to share
- ›Includes quiz builder patterns with weighted scoring, image-choice questions, and 4–8 distinct result categories for maxi
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`
## When to Use
This skill is applicable to execute the workflow or actions described in the overview.
How to use viral-generator-builder on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add viral-generator-builder
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches viral-generator-builder from GitHub repository sickn33/antigravity-awesome-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate viral-generator-builder. Access the skill through slash commands (e.g., /viral-generator-builder) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
Task Automation & Efficiency
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Knowledge Enhancement
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Quality Improvement
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client with skill support
- ›Clear understanding of task or problem to solve
- ›Willingness to iterate and refine outputs
Time Estimate
15-45 minutes depending on use case complexity
Installation Steps
- 1.Install skill using provided installation command
- 2.Test with simple use case relevant to your work
- 3.Evaluate output quality and relevance
- 4.Iterate on prompts to improve results
- 5.Integrate into regular workflow if valuable
Common Pitfalls
- ⚠Expecting perfect results without iteration
- ⚠Not providing enough context in prompts
- ⚠Using skill for tasks outside its intended scope
- ⚠Accepting outputs without review and validation
Best Practices▌
✓ Do
- +Start with clear, specific prompts
- +Provide relevant context and constraints
- +Review and refine all outputs before using
- +Iterate to improve output quality
- +Document successful prompt patterns
✗ Don't
- −Don't use without understanding skill limitations
- −Don't skip validation of outputs
- −Don't share sensitive information in prompts
- −Don't expect skill to replace human judgment
💡 Pro Tips
- ★Be specific about desired format and style
- ★Ask for multiple options to choose from
- ★Request explanations to understand reasoning
- ★Combine AI efficiency with human expertise
When to Use This▌
✓ Use When
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid When
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
Learning Path▌
- 1Familiarize yourself with skill capabilities and limitations
- 2Start with low-risk, non-critical tasks
- 3Progress to more complex and valuable use cases
- 4Build expertise through regular use and experimentation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.7★★★★★57 reviews- ★★★★★Benjamin Flores· Dec 28, 2024
viral-generator-builder has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Dhruvi Jain· Dec 16, 2024
Registry listing for viral-generator-builder matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Ama Rahman· Dec 16, 2024
Keeps context tight: viral-generator-builder is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Noah Garcia· Dec 4, 2024
Useful defaults in viral-generator-builder — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Hiroshi Khan· Nov 23, 2024
viral-generator-builder has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Isabella Srinivasan· Nov 19, 2024
Useful defaults in viral-generator-builder — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Oshnikdeep· Nov 7, 2024
viral-generator-builder reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Hiroshi Haddad· Nov 7, 2024
viral-generator-builder is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Rahul Santra· Nov 3, 2024
Solid pick for teams standardizing on skills: viral-generator-builder is focused, and the summary matches what you get after install.
- ★★★★★Ganesh Mohane· Oct 26, 2024
I recommend viral-generator-builder for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
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