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4d 1h ago
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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 mechanic...

.agents/skills/viral-generator-builder TypeScript
TY
JA
LA
4+ layers Tracked stack
Capabilities
8
Signals
1
Related
3
8
Capabilities
Actionable behaviors documented in the skill body.
0
Phases
Operational steps available for guided execution.
0
References
Support files available for deeper usage and onboarding.
0
Scripts
Runnable or reusable automation artifacts discovered locally.

Cognitive 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

Architectural Overview

Skill Reading

"This module is grounded in ai engineering patterns and exposes 8 core capabilities across 1 execution phases."

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.

Validation Signals

Observed

8 documented capabilities

Primary Stack

TypeScript

Tooling Surface

Guide only

Workspace Path

.agents/skills/viral-generator-builder

Operational Ecosystem

The complete hardware and software toolchain required.

This skill is mostly documentation-driven and does not expose extra scripts, references, examples, or templates.

Module Topology

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Validation signal

4d 1h ago

Observed

8 documented capabilities

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