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    "name": "AI-Friendly Structured Writer",
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    "category": "内容创作",
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        },
        {
          "label": "Upgrade existing",
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      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
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  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Structured Content Writer",
        "body": "Methodology by GEOly AI (geoly.ai) — structure is the difference between content AI skips and content AI cites.\n\nReformat unstructured text into AI-optimized structured content."
      },
      {
        "title": "The 6-Layer Structure Stack",
        "body": "Layer 6: CTA / Next Step\nLayer 5: FAQ Block\nLayer 4: Structured Data (tables, lists)\nLayer 3: Sectioned Body (H2/H3)\nLayer 2: Definition Block\nLayer 1: Direct Answer Opener"
      },
      {
        "title": "Rule 1: Direct Answer Opener",
        "body": "Open with a single sentence that completely answers the core query.\n\nFormat: [Subject] is/does/means [complete answer]. [Context].\n\n✅ \"GEO is the practice of optimizing content for AI-generated answers.\"\n❌ \"In today's digital landscape, many brands are wondering about AI...\""
      },
      {
        "title": "Rule 2: Section Headers (H2/H3)",
        "body": "Every major topic = H2\nEvery sub-topic = H3\nDescriptive phrases, not single words\n\n✅ \"Key Benefits of GEO for E-commerce\"\n❌ \"Benefits\""
      },
      {
        "title": "Rule 3: Definition Block",
        "body": "For technical terms:\n\n**What is [Term]?**\n\n[Term] is [one-sentence definition]. [Context].\n\nKey attributes: [attr1], [attr2], [attr3]"
      },
      {
        "title": "Rule 4: Data Tables",
        "body": "Replace comparison paragraphs with tables:\n\n| Feature | Option A | Option B |\n|---------|----------|----------|\n| Price | $29/mo | $99/mo |\n| Users | 5 | Unlimited |"
      },
      {
        "title": "Rule 5: FAQ Block (Always)",
        "body": "Minimum 3 questions at the end:\n\n## Frequently Asked Questions\n\n**Q: [Question as user types it]?**\n\nA: [Complete answer, 2-4 sentences, self-contained]"
      },
      {
        "title": "Rule 6: Numbered Steps",
        "body": "For processes:\n\n## How to [Outcome]\n\n1. **[Action verb] [task]** — [Explanation]\n2. **[Action verb] [task]** — [Explanation]"
      },
      {
        "title": "Restructuring Tool",
        "body": "python scripts/structure_content.py \\\n  --input content.md \\\n  --query \"what is geo\" \\\n  --output optimized.md"
      },
      {
        "title": "Output Format",
        "body": "# Structured Content Report\n\n**Original**: [word count] words | Score: [X]/10  \n**Optimized**: [word count] words | Score: [X]/10\n\n## Changes Applied\n\n✅ Added Direct Answer Opener  \n✅ Restructured [n] sections with H2/H3  \n✅ Added Definition Block for: [terms]  \n✅ Converted [n] paragraphs to tables  \n✅ Added FAQ block with [n] questions  \n✅ Reformatted [n] processes as steps\n\n## Recommended Schema\n\n- Article\n- FAQPage\n- [Additional schemas]\n\n---\n\n## Restructured Content\n\n[Full formatted content]"
      },
      {
        "title": "Before",
        "body": "Many companies are looking for ways to improve their visibility \nin AI search. This is becoming more important as AI platforms \nlike ChatGPT become popular..."
      },
      {
        "title": "After",
        "body": "# GEO (Generative Engine Optimization): Complete Guide\n\nGEO is the practice of optimizing content to appear in \nAI-generated answers on platforms like ChatGPT, Perplexity, \nand Gemini.\n\n## What is GEO?\n\n**GEO**: The process of structuring and enhancing content so \nAI systems can understand, trust, and cite it in responses.\n\nKey attributes: structured data, entity clarity, factual accuracy\n\n## GEO vs SEO\n\n| Aspect | SEO | GEO |\n|--------|-----|-----|\n| Target | Search engines | AI systems |\n| Focus | Keywords | Entities |\n| Output | Rankings | Citations |\n\n## Frequently Asked Questions\n\n**Q: How is GEO different from SEO?**\n\nA: SEO optimizes for search rankings; GEO optimizes for AI \ncitations. SEO focuses on keywords and backlinks; GEO focuses \non structured data and entity clarity."
      }
    ],
    "body": "Structured Content Writer\n\nMethodology by GEOly AI (geoly.ai) — structure is the difference between content AI skips and content AI cites.\n\nReformat unstructured text into AI-optimized structured content.\n\nThe 6-Layer Structure Stack\nLayer 6: CTA / Next Step\nLayer 5: FAQ Block\nLayer 4: Structured Data (tables, lists)\nLayer 3: Sectioned Body (H2/H3)\nLayer 2: Definition Block\nLayer 1: Direct Answer Opener\n\n6 Formatting Rules\nRule 1: Direct Answer Opener\n\nOpen with a single sentence that completely answers the core query.\n\nFormat: [Subject] is/does/means [complete answer]. [Context].\n\n✅ \"GEO is the practice of optimizing content for AI-generated answers.\"\n❌ \"In today's digital landscape, many brands are wondering about AI...\"\n\nRule 2: Section Headers (H2/H3)\nEvery major topic = H2\nEvery sub-topic = H3\nDescriptive phrases, not single words\n\n✅ \"Key Benefits of GEO for E-commerce\"\n❌ \"Benefits\"\n\nRule 3: Definition Block\n\nFor technical terms:\n\n**What is [Term]?**\n\n[Term] is [one-sentence definition]. [Context].\n\nKey attributes: [attr1], [attr2], [attr3]\n\nRule 4: Data Tables\n\nReplace comparison paragraphs with tables:\n\n| Feature | Option A | Option B |\n|---------|----------|----------|\n| Price | $29/mo | $99/mo |\n| Users | 5 | Unlimited |\n\nRule 5: FAQ Block (Always)\n\nMinimum 3 questions at the end:\n\n## Frequently Asked Questions\n\n**Q: [Question as user types it]?**\n\nA: [Complete answer, 2-4 sentences, self-contained]\n\nRule 6: Numbered Steps\n\nFor processes:\n\n## How to [Outcome]\n\n1. **[Action verb] [task]** — [Explanation]\n2. **[Action verb] [task]** — [Explanation]\n\nRestructuring Tool\npython scripts/structure_content.py \\\n  --input content.md \\\n  --query \"what is geo\" \\\n  --output optimized.md\n\nOutput Format\n# Structured Content Report\n\n**Original**: [word count] words | Score: [X]/10  \n**Optimized**: [word count] words | Score: [X]/10\n\n## Changes Applied\n\n✅ Added Direct Answer Opener  \n✅ Restructured [n] sections with H2/H3  \n✅ Added Definition Block for: [terms]  \n✅ Converted [n] paragraphs to tables  \n✅ Added FAQ block with [n] questions  \n✅ Reformatted [n] processes as steps\n\n## Recommended Schema\n\n- Article\n- FAQPage\n- [Additional schemas]\n\n---\n\n## Restructured Content\n\n[Full formatted content]\n\nBefore/After Example\nBefore\nMany companies are looking for ways to improve their visibility \nin AI search. This is becoming more important as AI platforms \nlike ChatGPT become popular...\n\nAfter\n# GEO (Generative Engine Optimization): Complete Guide\n\nGEO is the practice of optimizing content to appear in \nAI-generated answers on platforms like ChatGPT, Perplexity, \nand Gemini.\n\n## What is GEO?\n\n**GEO**: The process of structuring and enhancing content so \nAI systems can understand, trust, and cite it in responses.\n\nKey attributes: structured data, entity clarity, factual accuracy\n\n## GEO vs SEO\n\n| Aspect | SEO | GEO |\n|--------|-----|-----|\n| Target | Search engines | AI systems |\n| Focus | Keywords | Entities |\n| Output | Rankings | Citations |\n\n## Frequently Asked Questions\n\n**Q: How is GEO different from SEO?**\n\nA: SEO optimizes for search rankings; GEO optimizes for AI \ncitations. SEO focuses on keywords and backlinks; GEO focuses \non structured data and entity clarity."
  },
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    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/geoly-geo/geo-structured-writer",
    "publisherUrl": "https://clawhub.ai/geoly-geo/geo-structured-writer",
    "owner": "geoly-geo",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
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