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Social media48k · #4508

viral-generator-builder

Helps your agent create tools people love to share. It focuses on generators and quizzes that go viral on social media.

What it does

This expert helps create online tools that people love to share, like name generators, personality tests, or calculators. It focuses on making the results so interesting that everyone wants to show them to friends.

When to use it

  • ✓When you want to create a fun personality test.
  • ✓When making a creative name generator.
  • ✓If you want to build a calculator that people will share.

Example of what to ask your AI

“Create a personality test that tells me what type of food I am and is easy to share.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/viral-generator-builder/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/viral-generator-builder/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

It uses psychology and 'viral mechanics' to design tools. The secret is to turn user input (like quiz answers) into a cool, visually appealing result that people want to post.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill viral-generator-builder

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/viral-generator-builder/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

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 mechanics, and building tools people can't resist sharing with friends.

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.

Expertise

  • Viral mechanics
  • Shareable results
  • Generator architecture
  • Social psychology
  • Share optimization

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

// 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

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 results

Calculator Virality

Making calculator tools that get shared

When to use: When building calculator-style tools

Calculator Virality

Calculators That Go Viral

Topic Why It Works
Salary/money Everyone curious
Age/time Personal stakes

…

FAQ

What are 'identity moments'?

These are results that help people express themselves, like 'You are the type of person who...' or 'Your hero name is...'. People like sharing things that say something about them.

Why do results need to be good as a 'screenshot'?

Because people take screenshots to share. The result needs to look good and be easy to read in a photo, like a card or a certificate.

What's the formula for a viral generator?

It's simple: Little input (easy to use) → Some magic (the algorithm) → A cool result (that people want to show off).

Details

Original description by the author

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.

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#4508
License
MIT
Updated
10/15/2026

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