Viral Generator Builder

Viral generator builder

by davila7 · MIT license · ★ 32,299 on GitHub

Viral generator builder cover

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…

---
name: viral-generator-builder
description: "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

Overview

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.

What you get

  • Generator tool architecture
  • Shareable result design
  • Viral mechanics
  • Quiz and personality test builders
  • Name and text generators
  • Avatar and image generators
Manual install (npx, ZIP)
Claude Codenpx skills add davila7/claude-code-templates --skill viral-generator-builder -g -a claude-code
Claude Code (degit)npx degit davila7/claude-code-templates/cli-tool/components/skills/business-marketing/viral-generator-builder#main ~/.claude/skills/viral-generator-builder
Claude.ai / desktopZip the folder and upload it under Settings → Capabilities → Skills.
Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

Files included

  • SKILL.md5.2 KB
Read SKILL.md here
davila7/main1 file shown
SKILL.md
Show the full text200 lines

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 
View all files on GitHub →

Details

License
MIT
Stars on the repo
★ 32,299
Checked
Source
davila7/claude-code-templates ↗
Creator
davila7 · 212 listings
View creator

Similar skills

See all →
SkillWAN MultiTalk Avatarartokun/comfyui-mcp · by artokunBuild WAN MultiTalk audio-driven talking-avatar / lip-sync video workflows. MeiGen-AI MultiTalk on WAN 2.1 14B I2V via kijai WanVideoWrapper (portrait + audio → lip-synced video)★ 759 GitHub starsSkillAI Avatar Pipelineminhnv0807/ai-business-skills · by minhnv0807Dung khi mot CA NHAN muon len hinh bang AI thay vi tu quay — pipeline avatar AI: 3 tier cong cu, 4 workflow gom avatar don, dich da ngon ngu, san xuat hang loat va hybrid nguoi that cong AI; nhan anh reference de tao prompt avatar; thay mat, style, logo; ghep voice clone; tranh bi nen tang danh dau; cong bo AI theo Nghi dinh 147/2024 va QA 100 diem. Cong cu HeyGen, Synthesia, ElevenLabs, Captions, Vbee. Kich hoat khi user nhac 'tao avatar AI', 'video HeyGen', 'talking head AI', 'lam video ma ngai lo mat', 'batch video AI', 'dich video sang tieng Anh', 'prompt avatar'. Khong dung cho — clone giong cho podcast va audio thi dung skill 25-voice-clone-podcast; viet loi thoai video thi dung skill 04-script-video; anh tinh thi dung skill 30-thiet-ke-master.★ 599 GitHub starsSkillProse Naturalizerblader/humanizer · by bladerRewrite AI-sounding text so it reads like the writer without changing what it says. Use when editing or reviewing prose for AI tells: not-X-but-Y contrasts, one-line closers, staged openers, forced triads, dashes everywhere, inflated claims, sales language, stock AI words, bold labels, or filler. Based on Wikipedia's "Signs of AI writing.★ 53.6k GitHub starsSkill3D Game Development Principlesdavila7/claude-code-templates · by davila73D game development principles. Rendering, shaders, physics, cameras.★ 32.3k GitHub starsSkill3D Web Experience Builderdavila7/claude-code-templates · by davila7Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.★ 32.3k GitHub starsSkillArticle Illustration GeneratorJimLiu/baoyu-skills · by JimLiuAnalyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style × Palette three-dimension approach. Use when user asks to "illustrate article", "add images", "generate images for article", or "为文章配图".★ 26.6k GitHub stars

More from davila7

Skill2D Game Developmentdavila7/claude-code-templates · by davila72D game development principles. Sprites, tilemaps, physics, camera.★ 32.3k GitHub starsSkill3D Game Development Principlesdavila7/claude-code-templates · by davila73D game development principles. Rendering, shaders, physics, cameras.★ 32.3k GitHub starsSkill3D Web Experience Builderdavila7/claude-code-templates · by davila7Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.★ 32.3k GitHub starsSkillSplit Test Setupdavila7/claude-code-templates · by davila7When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.★ 32.3k GitHub starsAgentResearch Literature Synthesizerdavila7/claude-code-templates · by davila7Academic research synthesis specialist. Use PROACTIVELY for comprehensive research on academic topics, literature reviews, technical investigations, and well-cited analysis combining multiple sources. <example>Context: A podcast episode needs a segment grounded in peer-reviewed evidence with formal citations. user: "Research the current state of transformer efficiency techniques for the episode, with proper academic citations." assistant: "I'll use the academic-research-synthesizer agent to search arXiv and Semantic Scholar, extract full-text findings via WebFetch, and produce a cited literature synthesis with confidence levels." <commentary>Use academic-research-synthesizer (not comprehensive-researcher) when the episode segment needs peer-reviewed sourcing, formal citation format, and explicit confidence tagging rather than general-purpose multi-source coverage.</commentary></example> <example>Context: The episode-orchestrator has routed a "literature review" request for a technical deep-dive segment. user: "Summarize the research landscape on federated learning privacy guarantees." assistant: "I'll invoke academic-research-synthesizer to systematically search academic sources, note peer-review status per source, and synthesize consensus vs. open debates."</example>★ 32.3k GitHub starsAgentAcademic Research Specialistdavila7/claude-code-templates · by davila7Academic research specialist for scholarly sources, peer-reviewed papers, and academic literature. Use PROACTIVELY for research paper analysis, literature reviews, citation tracking, and academic methodology evaluation. <example>Context: The research-orchestrator has kicked off Phase 4 parallel research on 'efficacy of intermittent fasting' and needs peer-reviewed evidence. user: "Find the academic evidence on intermittent fasting outcomes." assistant: "I'll use the academic-researcher agent to search Semantic Scholar, PubMed, and OpenAlex for peer-reviewed studies and write structured findings to academic-research.md." <commentary>The request is specifically for scholarly/peer-reviewed evidence rather than general web coverage or code, so academic-researcher (not web-researcher or technical-researcher) is the right specialist.</commentary></example> <example>Context: The user wants a literature review comparing methodologies across studies on a topic. user: "Can you review the literature on transformer model interpretability and identify research gaps?" assistant: "Let me invoke the academic-researcher agent to pull foundational and recent papers, extract methodologies, and surface open research gaps." <commentary>Literature review, methodology extraction, and research-gap identification are core academic-researcher capabilities, distinct from technical-researcher's focus on code repositories and implementations.</commentary></example>★ 32.3k GitHub stars