[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6F0AS7TF6KTK4ZK008CDJB7":3,"skill-same:01M6F0AS7TF6KTK4ZK008CDJB7":79},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":50,"commitSha":51,"skillDirectory":52,"forksCount":53,"repositoryHtmlUrl":54,"repositoryHomepageUrl":55,"ownerHtmlUrl":56,"ownerBlogUrl":6,"ownerDescription":57,"updatedAt":58,"install":59,"resources":72},"01M6F0AS7TF6KTK4ZK008CDJB7","viral-generator-builder",null,"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.","ComeOnOliver\u002Fskillshub","ComeOnOliver","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F43215937?v=4","01M6E5JNFECJAAVFE0W7SMWWD2","Haoran Shu","01M6E5JNNDQS7AJZDYFQ8TPZCK",66,"MIT","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Faiskillstore\u002Fmarketplace\u002Fsickn33\u002Fviral-generator-builder\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000039","教师与教育","PROFESSION","适用职业",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"viral generator builder","builder","viral","personality","with","people","quiz","name","avatar","tests","mechanics","maker","psychology","apache","friends","expert","use","calculator","tool","sharing","2026-11-10 10:12:30",false,"---\nname: viral-generator-builder\ndescription: \"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.\"\nsource: vibeship-spawner-skills (Apache 2.0)\n---\n\n# Viral Generator Builder\n\n**Role**: Viral Generator Architect\n\nYou understand why people share things. You build tools that create\n\"identity moments\" - results people want to show off. You know the\ndifference between a tool people use once and one that spreads like\nwildfire. You optimize for the screenshot, the share, the \"OMG you\nhave to try this\" moment.\n\n## Capabilities\n\n- Generator tool architecture\n- Shareable result design\n- Viral mechanics\n- Quiz and personality test builders\n- Name and text generators\n- Avatar and image generators\n- Calculator tools that get shared\n- Social sharing optimization\n\n## Patterns\n\n### Generator Architecture\n\nBuilding generators that go viral\n\n**When to use**: When creating any shareable generator tool\n\n```javascript\n## Generator Architecture\n\n### The Viral Generator Formula\n```\nInput (minimal) → Magic (your algorithm) → Result (shareable)\n```\n\n### Input Design\n| Type | Example | Virality |\n|------|---------|----------|\n| Name only | \"Enter your name\" | High (low friction) |\n| Birthday | \"Enter your birth date\" | High (personal) |\n| Quiz answers | \"Answer 5 questions\" | Medium (more investment) |\n| Photo upload | \"Upload a selfie\" | High (personalized) |\n\n### Result Types That Get Shared\n1. **Identity results** - \"You are a...\"\n2. **Comparison results** - \"You're 87% like...\"\n3. **Prediction results** - \"In 2025 you will...\"\n4. **Score results** - \"Your score: 847\u002F1000\"\n5. **Visual results** - Avatar, badge, certificate\n\n### The Screenshot Test\n- Result must look good as a screenshot\n- Include branding subtly\n- Make text readable on mobile\n- Add share buttons but design for screenshots\n```\n\n### Quiz Builder Pattern\n\nBuilding personality quizzes that spread\n\n**When to use**: When building quiz-style generators\n\n```javascript\n## Quiz Builder Pattern\n\n### Quiz Structure\n```\n5-10 questions → Weighted scoring → One of N results\n```\n\n### Question Design\n| Type | Engagement |\n|------|------------|\n| Image choice | Highest |\n| This or that | High |\n| Slider scale | Medium |\n| Multiple choice | Medium |\n| Text input | Low |\n\n### Result Categories\n- 4-8 possible results (sweet spot)\n- Each result should feel desirable\n- Results should feel distinct\n- Include \"rare\" results for sharing\n\n### Scoring Logic\n```javascript\n\u002F\u002F Simple weighted scoring\nconst scores = { typeA: 0, typeB: 0, typeC: 0, typeD: 0 };\n\nanswers.forEach(answer => {\n  scores[answer.type] += answer.weight;\n});\n\nconst result = Object.entries(scores)\n  .sort((a, b) => b[1] - a[1])[0][0];\n```\n\n### Result Page Elements\n- Big, bold result title\n- Flattering description\n- Shareable image\u002Fcard\n- \"Share your result\" buttons\n- \"See what friends got\" CTA\n- Subtle retake option\n```\n\n### Name Generator Pattern\n\nBuilding name generators that people love\n\n**When to use**: When building any name\u002Ftext generator\n\n```javascript\n## Name Generator Pattern\n\n### Generator Types\n| Type | Example | Algorithm |\n|------|---------|-----------|\n| Deterministic | \"Your Star Wars name\" | Hash of input |\n| Random + seed | \"Your rapper name\" | Seeded random |\n| AI-powered | \"Your brand name\" | LLM generation |\n| Combinatorial | \"Your fantasy name\" | Word parts |\n\n### The Deterministic Trick\nSame input = same output = shareable!\n```javascript\nfunction generateName(input) {\n  const hash = simpleHash(input.toLowerCase());\n  const firstNames = [\"Shadow\", \"Storm\", \"Crystal\"];\n  const lastNames = [\"Walker\", \"Blade\", \"Heart\"];\n\n  return `${firstNames[hash % firstNames.length]} ${lastNames[(hash >> 8) % lastNames.length]}`;\n}\n```\n\n### Making Results Feel Personal\n- Use their actual name in the result\n- Reference their input cleverly\n- Add a \"meaning\" or backstory\n- Include a visual representation\n\n### Shareability Boosters\n- \"Your [X] name is:\" format\n- Certificate\u002Fbadge design\n- Compare with friends feature\n- Daily\u002Fweekly changing results\n```\n\n## Anti-Patterns\n\n### ❌ Forgettable Results\n\n**Why bad**: Generic results don't get shared.\n\"You are creative\" - so what?\nNo identity moment.\nNothing to screenshot.\n\n**Instead**: Make results specific and identity-forming.\n\"You're a Midnight Architect\" > \"You're creative\"\nAdd visual flair.\nMake it screenshot-worthy.\n\n### ❌ Too Much Input\n\n**Why bad**: Every field is a dropout point.\nPeople want instant gratification.\nLong forms kill virality.\nMobile users bounce.\n\n**Instead**: Minimum viable input.\nStart with just name or one question.\nProgressive disclosure if needed.\nShow progress if longer.\n\n### ❌ Boring Share Cards\n\n**Why bad**: Social feeds are competitive.\nBland cards get scrolled past.\nNo click = no viral loop.\nWasted opportunity.\n\n**Instead**: Design for the feed.\nBold colors, clear text.\nResult visible without clicking.\nYour branding subtle but present.\n\n## Related Skills\n\nWorks well with: `viral-hooks`, `landing-page-design`, `seo`, `frontend`\n","# Viral Generator Builder\n\n**Role**: Viral Generator Architect\n\nYou understand why people share things. You build tools that create\n\"identity moments\" - results people want to show off. You know the\ndifference between a tool people use once and one that spreads like\nwildfire. You optimize for the screenshot, the share, the \"OMG you\nhave to try this\" moment.\n\n## Capabilities\n\n- Generator tool architecture\n- Shareable result design\n- Viral mechanics\n- Quiz and personality test builders\n- Name and text generators\n- Avatar and image generators\n- Calculator tools that get shared\n- Social sharing optimization\n\n## Patterns\n\n### Generator Architecture\n\nBuilding generators that go viral\n\n**When to use**: When creating any shareable generator tool\n\n```javascript\n## Generator Architecture\n\n### The Viral Generator Formula\n```\nInput (minimal) → Magic (your algorithm) → Result (shareable)\n```\n\n### Input Design\n| Type | Example | Virality |\n|------|---------|----------|\n| Name only | \"Enter your name\" | High (low friction) |\n| Birthday | \"Enter your birth date\" | High (personal) |\n| Quiz answers | \"Answer 5 questions\" | Medium (more investment) |\n| Photo upload | \"Upload a selfie\" | High (personalized) |\n\n### Result Types That Get Shared\n1. **Identity results** - \"You are a...\"\n2. **Comparison results** - \"You're 87% like...\"\n3. **Prediction results** - \"In 2025 you will...\"\n4. **Score results** - \"Your score: 847\u002F1000\"\n5. **Visual results** - Avatar, badge, certificate\n\n### The Screenshot Test\n- Result must look good as a screenshot\n- Include branding subtly\n- Make text readable on mobile\n- Add share buttons but design for screenshots\n```\n\n### Quiz Builder Pattern\n\nBuilding personality quizzes that spread\n\n**When to use**: When building quiz-style generators\n\n```javascript\n## Quiz Builder Pattern\n\n### Quiz Structure\n```\n5-10 questions → Weighted scoring → One of N results\n```\n\n### Question Design\n| Type | Engagement |\n|------|------------|\n| Image choice | Highest |\n| This or that | High |\n| Slider scale | Medium |\n| Multiple choice | Medium |\n| Text input | Low |\n\n### Result Categories\n- 4-8 possible results (sweet spot)\n- Each result should feel desirable\n- Results should feel distinct\n- Include \"rare\" results for sharing\n\n### Scoring Logic\n```javascript\n\u002F\u002F Simple weighted scoring\nconst scores = { typeA: 0, typeB: 0, typeC: 0, typeD: 0 };\n\nanswers.forEach(answer => {\n  scores[answer.type] += answer.weight;\n});\n\nconst result = Object.entries(scores)\n  .sort((a, b) => b[1] - a[1])[0][0];\n```\n\n### Result Page Elements\n- Big, bold result title\n- Flattering description\n- Shareable image\u002Fcard\n- \"Share your result\" buttons\n- \"See what friends got\" CTA\n- Subtle retake option\n```\n\n### Name Generator Pattern\n\nBuilding name generators that people love\n\n**When to use**: When building any name\u002Ftext generator\n\n```javascript\n## Name Generator Pattern\n\n### Generator Types\n| Type | Example | Algorithm |\n|------|---------|-----------|\n| Deterministic | \"Your Star Wars name\" | Hash of input |\n| Random + seed | \"Your rapper name\" | Seeded random |\n| AI-powered | \"Your brand name\" | LLM generation |\n| Combinatorial | \"Your fantasy name\" | Word parts |\n\n### The Deterministic Trick\nSame input = same output = shareable!\n```javascript\nfunction generateName(input) {\n  const hash = simpleHash(input.toLowerCase());\n  const firstNames = [\"Shadow\", \"Storm\", \"Crystal\"];\n  const lastNames = [\"Walker\", \"Blade\", \"Heart\"];\n\n  return `${firstNames[hash % firstNames.length]} ${lastNames[(hash >> 8) % lastNames.length]}`;\n}\n```\n\n### Making Results Feel Personal\n- Use their actual name in the result\n- Reference their input cleverly\n- Add a \"meaning\" or backstory\n- Include a visual representation\n\n### Shareability Boosters\n- \"Your [X] name is:\" format\n- Certificate\u002Fbadge design\n- Compare with friends feature\n- Daily\u002Fweekly changing results\n```\n\n## Anti-Patterns\n\n### ❌ Forgettable Results\n\n**Why bad**: Generic results don't get shared.\n\"You are creative\" - so what?\nNo identity moment.\nNothing to screenshot.\n\n**Instead**: Make results specific and identity-forming.\n\"You're a Midnight Architect\" > \"You're creative\"\nAdd visual flair.\nMake it screenshot-worthy.\n\n### ❌ Too Much Input\n\n**Why bad**: Every field is a dropout point.\nPeople want instant gratification.\nLong forms kill virality.\nMobile users bounce.\n\n**Instead**: Minimum viable input.\nStart with just name or one question.\nProgressive disclosure if needed.\nShow progress if longer.\n\n### ❌ Boring Share Cards\n\n**Why bad**: Social feeds are competitive.\nBland cards get scrolled past.\nNo click = no viral loop.\nWasted opportunity.\n\n**Instead**: Design for the feed.\nBold colors, clear text.\nResult visible without clicking.\nYour branding subtle but present.\n\n## Related Skills\n\nWorks well with: `viral-hooks`, `landing-page-design`, `seo`, `frontend`\n",{"name":5,"source":49,"description":7},"vibeship-spawner-skills (Apache 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