Viral generator builder skill

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

by davila7·MIT license·★ 32,299 Stars on the repo·GitHub ↗

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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`
1---
2name: viral-generator-builder
3description: "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."
4source: vibeship-spawner-skills (Apache 2.0)
5---
6 
7# Viral Generator Builder
8 
9**Role**: Viral Generator Architect
10 
11You understand why people share things. You build tools that create
12"identity moments" - results people want to show off. You know the
13difference between a tool people use once and one that spreads like
14wildfire. You optimize for the screenshot, the share, the "OMG you
15have to try this" moment.
16 
17## Capabilities
18 
19- Generator tool architecture
20- Shareable result design
21- Viral mechanics
22- Quiz and personality test builders
23- Name and text generators
24- Avatar and image generators
25- Calculator tools that get shared
26- Social sharing optimization
27 
28## Patterns
29 
30### Generator Architecture
31 
32Building generators that go viral
33 
34**When to use**: When creating any shareable generator tool
35 
36```javascript
37## Generator Architecture
38 
39### The Viral Generator Formula
40```
41Input (minimal) → Magic (your algorithm) → Result (shareable)
42```
43 
44### Input Design
45| Type | Example | Virality |
46|------|---------|----------|
47| Name only | "Enter your name" | High (low friction) |
48| Birthday | "Enter your birth date" | High (personal) |
49| Quiz answers | "Answer 5 questions" | Medium (more investment) |
50| Photo upload | "Upload a selfie" | High (personalized) |
51 
52### Result Types That Get Shared
531. **Identity results** - "You are a..."
542. **Comparison results** - "You're 87% like..."
553. **Prediction results** - "In 2025 you will..."
564. **Score results** - "Your score: 847/1000"
575. **Visual results** - Avatar, badge, certificate
58 
59### The Screenshot Test
60- Result must look good as a screenshot
61- Include branding subtly
62- Make text readable on mobile
63- Add share buttons but design for screenshots
64```
65 
66### Quiz Builder Pattern
67 
68Building personality quizzes that spread
69 
70**When to use**: When building quiz-style generators
71 
72```javascript
73## Quiz Builder Pattern
74 
75### Quiz Structure
76```
775-10 questions → Weighted scoring → One of N results
78```
79 
80### Question Design
81| Type | Engagement |
82|------|------------|
83| Image choice | Highest |
84| This or that | High |
85| Slider scale | Medium |
86| Multiple choice | Medium |
87| Text input | Low |
88 
89### Result Categories
90- 4-8 possible results (sweet spot)
91- Each result should feel desirable
92- Results should feel distinct
93- Include "rare" results for sharing
94 
95### Scoring Logic
96```javascript
97// Simple weighted scoring
98const scores = { typeA: 0, typeB: 0, typeC: 0, typeD: 0 };
99 
100answers.forEach(answer => {
101 scores[answer.type] += answer.weight;
102});
103 
104const result = Object.entries(scores)
105 .sort((a, b) => b[1] - a[1])[0][0];
106```
107 
108### Result Page Elements
109- Big, bold result title
110- Flattering description
111- Shareable image/card
112- "Share your result" buttons
113- "See what friends got" CTA
114- Subtle retake option
115```
116 
117### Name Generator Pattern
118 
119Building name generators that people love
120 
121**When to use**: When building any name/text generator
122 
123```javascript
124## Name Generator Pattern
125 
126### Generator Types
127| Type | Example | Algorithm |
128|------|---------|-----------|
129| Deterministic | "Your Star Wars name" | Hash of input |
130| Random + seed | "Your rapper name" | Seeded random |
131| AI-powered | "Your brand name" | LLM generation |
132| Combinatorial | "Your fantasy name" | Word parts |
133 
134### The Deterministic Trick
135Same input = same output = shareable!
136```javascript
137function generateName(input) {
138 const hash = simpleHash(input.toLowerCase());
139 const firstNames = ["Shadow", "Storm", "Crystal"];
140 const lastNames = ["Walker", "Blade", "Heart"];
141 
142 return `${firstNames[hash % firstNames.length]} ${lastNames[(hash >> 8) % lastNames.length]}`;
143}
144```
145 
146### Making Results Feel Personal
147- Use their actual name in the result
148- Reference their input cleverly
149- Add a "meaning" or backstory
150- Include a visual representation
151 
152### Shareability Boosters
153- "Your [X] name is:" format
154- Certificate/badge design
155- Compare with friends feature
156- Daily/weekly changing results
157```
158 
159## Anti-Patterns
160 
161### ❌ Forgettable Results
162 
163**Why bad**: Generic results don't get shared.
164"You are creative" - so what?
165No identity moment.
166Nothing to screenshot.
167 
168**Instead**: Make results specific and identity-forming.
169"You're a Midnight Architect" > "You're creative"
170Add visual flair.
171Make it screenshot-worthy.
172 
173### ❌ Too Much Input
174 
175**Why bad**: Every field is a dropout point.
176People want instant gratification.
177Long forms kill virality.
178Mobile users bounce.
179 
180**Instead**: Minimum viable input.
181Start with just name or one question.
182Progressive disclosure if needed.
183Show progress if longer.
184 
185### ❌ Boring Share Cards
186 
187**Why bad**: Social feeds are competitive.
188Bland cards get scrolled past.
189No click = no viral loop.
190Wasted opportunity.
191 
192**Instead**: Design for the feed.
193Bold colors, clear text.
194Result visible without clicking.
195Your branding subtle but present.
196 
197## Related Skills
198 
199Works well with: `viral-hooks`, `landing-page-design`, `seo`, `frontend`
200 

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