# Send AI-Friendly Structured Writer to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "geo-structured-writer", "name": "AI-Friendly Structured Writer", "source": "tencent", "type": "skill", "category": "内容创作", "sourceUrl": "https://clawhub.ai/geoly-geo/geo-structured-writer", "canonicalUrl": "https://clawhub.ai/geoly-geo/geo-structured-writer", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/geo-structured-writer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-structured-writer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "scripts/structure_content.py", "references/structure-stack.md", "evals/evals.json" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "geo-structured-writer", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-28T23:55:02.743Z", "expiresAt": "2026-05-05T23:55:02.743Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-structured-writer", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-structured-writer", "contentDisposition": "attachment; filename=\"geo-structured-writer-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "geo-structured-writer" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/geo-structured-writer" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/geo-structured-writer", "downloadUrl": "https://openagent3.xyz/downloads/geo-structured-writer", "agentUrl": "https://openagent3.xyz/skills/geo-structured-writer/agent", "manifestUrl": "https://openagent3.xyz/skills/geo-structured-writer/agent.json", "briefUrl": "https://openagent3.xyz/skills/geo-structured-writer/agent.md" } } ``` ## Documentation ### Structured Content Writer Methodology by GEOly AI (geoly.ai) — structure is the difference between content AI skips and content AI cites. Reformat unstructured text into AI-optimized structured content. ### The 6-Layer Structure Stack Layer 6: CTA / Next Step Layer 5: FAQ Block Layer 4: Structured Data (tables, lists) Layer 3: Sectioned Body (H2/H3) Layer 2: Definition Block Layer 1: Direct Answer Opener ### Rule 1: Direct Answer Opener Open with a single sentence that completely answers the core query. Format: [Subject] is/does/means [complete answer]. [Context]. ✅ "GEO is the practice of optimizing content for AI-generated answers." ❌ "In today's digital landscape, many brands are wondering about AI..." ### Rule 2: Section Headers (H2/H3) Every major topic = H2 Every sub-topic = H3 Descriptive phrases, not single words ✅ "Key Benefits of GEO for E-commerce" ❌ "Benefits" ### Rule 3: Definition Block For technical terms: **What is [Term]?** [Term] is [one-sentence definition]. [Context]. Key attributes: [attr1], [attr2], [attr3] ### Rule 4: Data Tables Replace comparison paragraphs with tables: | Feature | Option A | Option B | |---------|----------|----------| | Price | $29/mo | $99/mo | | Users | 5 | Unlimited | ### Rule 5: FAQ Block (Always) Minimum 3 questions at the end: ## Frequently Asked Questions **Q: [Question as user types it]?** A: [Complete answer, 2-4 sentences, self-contained] ### Rule 6: Numbered Steps For processes: ## How to [Outcome] 1. **[Action verb] [task]** — [Explanation] 2. **[Action verb] [task]** — [Explanation] ### Restructuring Tool python scripts/structure_content.py \\ --input content.md \\ --query "what is geo" \\ --output optimized.md ### Output Format # Structured Content Report **Original**: [word count] words | Score: [X]/10 **Optimized**: [word count] words | Score: [X]/10 ## Changes Applied ✅ Added Direct Answer Opener ✅ Restructured [n] sections with H2/H3 ✅ Added Definition Block for: [terms] ✅ Converted [n] paragraphs to tables ✅ Added FAQ block with [n] questions ✅ Reformatted [n] processes as steps ## Recommended Schema - Article - FAQPage - [Additional schemas] --- ## Restructured Content [Full formatted content] ### Before Many companies are looking for ways to improve their visibility in AI search. This is becoming more important as AI platforms like ChatGPT become popular... ### After # GEO (Generative Engine Optimization): Complete Guide GEO is the practice of optimizing content to appear in AI-generated answers on platforms like ChatGPT, Perplexity, and Gemini. ## What is GEO? **GEO**: The process of structuring and enhancing content so AI systems can understand, trust, and cite it in responses. Key attributes: structured data, entity clarity, factual accuracy ## GEO vs SEO | Aspect | SEO | GEO | |--------|-----|-----| | Target | Search engines | AI systems | | Focus | Keywords | Entities | | Output | Rankings | Citations | ## Frequently Asked Questions **Q: How is GEO different from SEO?** A: SEO optimizes for search rankings; GEO optimizes for AI citations. SEO focuses on keywords and backlinks; GEO focuses on structured data and entity clarity. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: geoly-geo - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-04-28T23:55:02.743Z - Expires at: 2026-05-05T23:55:02.743Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/geo-structured-writer) - [Send to Agent page](https://openagent3.xyz/skills/geo-structured-writer/agent) - [JSON manifest](https://openagent3.xyz/skills/geo-structured-writer/agent.json) - [Markdown brief](https://openagent3.xyz/skills/geo-structured-writer/agent.md) - [Download page](https://openagent3.xyz/downloads/geo-structured-writer)