[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6XGVTXC6VZBT2S8VWWFWX39":3,"skill-same:01M6XGVTXC6VZBT2S8VWWFWX39":63},{"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":18,"publishedAt":31,"linkOnly":32,"markdownContent":33,"markdownBody":34,"frontMatter":35,"refName":37,"commitSha":38,"skillDirectory":39,"forksCount":14,"repositoryHtmlUrl":40,"repositoryHomepageUrl":6,"ownerHtmlUrl":41,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":42,"install":43,"resources":56},"01M6XGVTXC6VZBT2S8VWWFWX39","geo-fundamentals",null,"Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).","sapsapshen\u002Fai-memory-router","sapsapshen","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F20347959?v=4","01M6XDQEF1DP50DKF37H81J3J5","shenmian","01M6XDQEJPE41Y3DT2763X8ZJN",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fgeo-fundamentals\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30],"geo fundamentals","geo","chatgpt","search","Optimization","perplexity","engine","community","for","unknown","generative","2026","2026-11-10 10:12:30",false,"---\nname: geo-fundamentals\ndescription: \"Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).\"\nrisk: unknown\nsource: community\ndate_added: \"2026-02-27\"\n---\n\n# GEO Fundamentals\n\n> Optimization for AI-powered search engines.\n\n---\n\n## 1. What is GEO?\n\n**GEO** = Generative Engine Optimization\n\n| Goal | Platform |\n|------|----------|\n| Be cited in AI responses | ChatGPT, Claude, Perplexity, Gemini |\n\n### SEO vs GEO\n\n| Aspect | SEO | GEO |\n|--------|-----|-----|\n| Goal | #1 ranking | AI citations |\n| Platform | Google | AI engines |\n| Metrics | Rankings, CTR | Citation rate |\n| Focus | Keywords | Entities, data |\n\n---\n\n## 2. AI Engine Landscape\n\n| Engine | Citation Style | Opportunity |\n|--------|----------------|-------------|\n| **Perplexity** | Numbered [1][2] | Highest citation rate |\n| **ChatGPT** | Inline\u002Ffootnotes | Custom GPTs |\n| **Claude** | Contextual | Long-form content |\n| **Gemini** | Sources section | SEO crossover |\n\n---\n\n## 3. RAG Retrieval Factors\n\nHow AI engines select content to cite:\n\n| Factor | Weight |\n|--------|--------|\n| Semantic relevance | ~40% |\n| Keyword match | ~20% |\n| Authority signals | ~15% |\n| Freshness | ~10% |\n| Source diversity | ~15% |\n\n---\n\n## 4. Content That Gets Cited\n\n| Element | Why It Works |\n|---------|--------------|\n| **Original statistics** | Unique, citable data |\n| **Expert quotes** | Authority transfer |\n| **Clear definitions** | Easy to extract |\n| **Step-by-step guides** | Actionable value |\n| **Comparison tables** | Structured info |\n| **FAQ sections** | Direct answers |\n\n---\n\n## 5. GEO Content Checklist\n\n### Content Elements\n\n- [ ] Question-based titles\n- [ ] Summary\u002FTL;DR at top\n- [ ] Original data with sources\n- [ ] Expert quotes (name, title)\n- [ ] FAQ section (3-5 Q&A)\n- [ ] Clear definitions\n- [ ] \"Last updated\" timestamp\n- [ ] Author with credentials\n\n### Technical Elements\n\n- [ ] Article schema with dates\n- [ ] Person schema for author\n- [ ] FAQPage schema\n- [ ] Fast loading (\u003C 2.5s)\n- [ ] Clean HTML structure\n\n---\n\n## 6. Entity Building\n\n| Action | Purpose |\n|--------|---------|\n| Google Knowledge Panel | Entity recognition |\n| Wikipedia (if notable) | Authority source |\n| Consistent info across web | Entity consolidation |\n| Industry mentions | Authority signals |\n\n---\n\n## 7. AI Crawler Access\n\n### Key AI User-Agents\n\n| Crawler | Engine |\n|---------|--------|\n| GPTBot | ChatGPT\u002FOpenAI |\n| Claude-Web | Claude |\n| PerplexityBot | Perplexity |\n| Googlebot | Gemini (shared) |\n\n### Access Decision\n\n| Strategy | When |\n|----------|------|\n| Allow all | Want AI citations |\n| Block GPTBot | Don't want OpenAI training |\n| Selective | Allow some, block others |\n\n---\n\n## 8. Measurement\n\n| Metric | How to Track |\n|--------|--------------|\n| AI citations | Manual monitoring |\n| \"According to [Brand]\" mentions | Search in AI |\n| Competitor citations | Compare share |\n| AI-referred traffic | UTM parameters |\n\n---\n\n## 9. Anti-Patterns\n\n| ❌ Don't | ✅ Do |\n|----------|-------|\n| Publish without dates | Add timestamps |\n| Vague attributions | Name sources |\n| Skip author info | Show credentials |\n| Thin content | Comprehensive coverage |\n\n---\n\n> **Remember:** AI cites content that's clear, authoritative, and easy to extract. Be the best answer.\n\n---\n\n## Script\n\n| Script | Purpose | Command |\n|--------|---------|---------|\n| `scripts\u002Fgeo_checker.py` | GEO audit (AI citation readiness) | `python scripts\u002Fgeo_checker.py \u003Cproject_path>` |\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n","# GEO Fundamentals\n\n> Optimization for AI-powered search engines.\n\n---\n\n## 1. What is GEO?\n\n**GEO** = Generative Engine Optimization\n\n| Goal | Platform |\n|------|----------|\n| Be cited in AI responses | ChatGPT, Claude, Perplexity, Gemini |\n\n### SEO vs GEO\n\n| Aspect | SEO | GEO |\n|--------|-----|-----|\n| Goal | #1 ranking | AI citations |\n| Platform | Google | AI engines |\n| Metrics | Rankings, CTR | Citation rate |\n| Focus | Keywords | Entities, data |\n\n---\n\n## 2. AI Engine Landscape\n\n| Engine | Citation Style | Opportunity |\n|--------|----------------|-------------|\n| **Perplexity** | Numbered [1][2] | Highest citation rate |\n| **ChatGPT** | Inline\u002Ffootnotes | Custom GPTs |\n| **Claude** | Contextual | Long-form content |\n| **Gemini** | Sources section | SEO crossover |\n\n---\n\n## 3. RAG Retrieval Factors\n\nHow AI engines select content to cite:\n\n| Factor | Weight |\n|--------|--------|\n| Semantic relevance | ~40% |\n| Keyword match | ~20% |\n| Authority signals | ~15% |\n| Freshness | ~10% |\n| Source diversity | ~15% |\n\n---\n\n## 4. Content That Gets Cited\n\n| Element | Why It Works |\n|---------|--------------|\n| **Original statistics** | Unique, citable data |\n| **Expert quotes** | Authority transfer |\n| **Clear definitions** | Easy to extract |\n| **Step-by-step guides** | Actionable value |\n| **Comparison tables** | Structured info |\n| **FAQ sections** | Direct answers |\n\n---\n\n## 5. GEO Content Checklist\n\n### Content Elements\n\n- [ ] Question-based titles\n- [ ] Summary\u002FTL;DR at top\n- [ ] Original data with sources\n- [ ] Expert quotes (name, title)\n- [ ] FAQ section (3-5 Q&A)\n- [ ] Clear definitions\n- [ ] \"Last updated\" timestamp\n- [ ] Author with credentials\n\n### Technical Elements\n\n- [ ] Article schema with dates\n- [ ] Person schema for author\n- [ ] FAQPage schema\n- [ ] Fast loading (\u003C 2.5s)\n- [ ] Clean HTML structure\n\n---\n\n## 6. Entity Building\n\n| Action | Purpose |\n|--------|---------|\n| Google Knowledge Panel | Entity recognition |\n| Wikipedia (if notable) | Authority source |\n| Consistent info across web | Entity consolidation |\n| Industry mentions | Authority signals |\n\n---\n\n## 7. AI Crawler Access\n\n### Key AI User-Agents\n\n| Crawler | Engine |\n|---------|--------|\n| GPTBot | ChatGPT\u002FOpenAI |\n| Claude-Web | Claude |\n| PerplexityBot | Perplexity |\n| Googlebot | Gemini (shared) |\n\n### Access Decision\n\n| Strategy | When |\n|----------|------|\n| Allow all | Want AI citations |\n| Block GPTBot | Don't want OpenAI training |\n| Selective | Allow some, block others |\n\n---\n\n## 8. Measurement\n\n| Metric | How to Track |\n|--------|--------------|\n| AI citations | Manual monitoring |\n| \"According to [Brand]\" mentions | Search in AI |\n| Competitor citations | Compare share |\n| AI-referred traffic | UTM parameters |\n\n---\n\n## 9. Anti-Patterns\n\n| ❌ Don't | ✅ Do |\n|----------|-------|\n| Publish without dates | Add timestamps |\n| Vague attributions | Name sources |\n| Skip author info | Show credentials |\n| Thin content | Comprehensive coverage |\n\n---\n\n> **Remember:** AI cites content that's clear, authoritative, and easy to extract. Be the best answer.\n\n---\n\n## Script\n\n| Script | Purpose | Command |\n|--------|---------|---------|\n| `scripts\u002Fgeo_checker.py` | GEO audit (AI citation readiness) | `python scripts\u002Fgeo_checker.py \u003Cproject_path>` |\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n",{"name":5,"risk":28,"source":26,"date_added":36,"description":7},"2026-02-27","main","7a38d8e7073e61c16eda85681cb32fb68a8657a5","skills-store\u002Fcopilot\u002Fgeo-fundamentals","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router","https:\u002F\u002Fgithub.com\u002Fsapsapshen","2026-04-14 21:12:12",{"source":8,"skillName":5,"commands":44,"prompt":54,"zipAvailable":55},[45,48,51],{"tool":46,"command":47},"npx","npx skills add sapsapshen\u002Fai-memory-router --skill geo-fundamentals",{"tool":49,"command":50},"bunx","bunx skills add sapsapshen\u002Fai-memory-router --skill geo-fundamentals",{"tool":52,"command":53},"pnpm","pnpm dlx skills add sapsapshen\u002Fai-memory-router --skill geo-fundamentals","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fgeo-fundamentals\u002FSKILL.md",true,[57],{"path":58,"resourceType":59,"resourceTypeDesc":60,"sizeBytes":61,"sourceHtmlUrl":62},"scripts\u002Fgeo_checker.py","SCRIPT","脚本",9750,"https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fgeo-fundamentals\u002Fscripts\u002Fgeo_checker.py",[64,87,113,123,136,155],{"skillNo":65,"name":66,"nameZh":6,"description":67,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":68,"categories":69,"keywords":75,"publishedAt":31},"01M71ATQRKG48SH06FQ697T5G9","wechat-search","Search WeChat Official Account articles using OpenClaw's web search and fetch capabilities with compliance-focused design.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fwechat-search-release\u002FSKILL.md",[70],{"categoryNo":71,"categoryName":72,"taxonomyType":73,"taxonomyTypeDesc":74},"01JBSEEDCAT000000000000037","律师与法务","PROFESSION","适用职业",[76,77,22,78,79,80,81,82,83,84,85,86],"wechat search","wechat","capabilities","openclaw","design","web search","compliance","web","official","fetch","with",{"skillNo":88,"name":89,"nameZh":6,"description":90,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":91,"categories":92,"keywords":93,"publishedAt":31},"01M71ATNAVGZB35PFYM2GC5N00","trend-tap","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend tap', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-tap\u002FSKILL.md",[],[94,95,96,97,98,99,22,100,101,102,103,104,105,106,107,108,109,110,111,112],"trend","trend tap","tap","api keys","Bash","time","trending","hacker","aggregator","do","when","brew","live","data","google","install","read","across","api",{"skillNo":114,"name":115,"nameZh":6,"description":116,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":117,"categories":118,"keywords":119,"publishedAt":31},"01M71ATJ9AM5KM15AA8PS302EB","trend-radar","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend pulse', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-radar\u002FSKILL.md",[],[120,121,94,105,106,107,108,98,22,110,122,111,112,104,102,101,100,109,99,97],"trend radar","radar","pulse",{"skillNo":124,"name":125,"nameZh":6,"description":126,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":127,"categories":128,"keywords":129,"publishedAt":31},"01M71ATGF095N3EJM9G8SD0BB5","tech-news-daily","每日科技新闻汇——从全球多个 RSS 源抓取最新科技新闻，翻译（英→中）、去重、排版成每日简报。当用户询问科技新闻、科技新鲜事、每日科技、技术动态、Daily Tech News 或类似表达时触发此技能。","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftech-news-daily\u002FSKILL.md",[],[130,131,132,133,134,135],"news","tech","tech news daily","daily","rss","翻译",{"skillNo":137,"name":138,"nameZh":6,"description":139,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":140,"categories":141,"keywords":147,"publishedAt":31},"01M71ATFAEAMQ17M70NQNY7SR8","summarize","Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsummarize\u002FSKILL.md",[142],{"categoryNo":143,"categoryName":144,"taxonomyType":145,"taxonomyTypeDesc":146},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[138,83,148,149,150,86,105,151,152,153,96,154,109],"Audio","cli","youtube","images","https","files","pdfs",{"skillNo":156,"name":157,"nameZh":6,"description":158,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":159,"categories":160,"keywords":161,"publishedAt":31},"01M71ATDNS3R0M4H936PACQAWZ","sonoscli","Control Sonos speakers (discover\u002Fstatus\u002Fplay\u002Fvolume\u002Fgroup).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsonoscli\u002FSKILL.md",[],[157,162,163,164,109,165,152,166,167,168,169,170],"status","play","go","latest","github","discover","control","cmd","volume"]