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AI-Friendly Structured Writer

Format any content into AI-readable structured formats that maximize citation probability. Converts unstructured text into GEO-optimized layouts using header...

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Format any content into AI-readable structured formats that maximize citation probability. Converts unstructured text into GEO-optimized layouts using header...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, scripts/structure_content.py, references/structure-stack.md, evals/evals.json

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

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

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.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 12 sections Open source page

Structured Content Writer

Methodology by GEOly AI (geoly.ai) โ€” 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]. โœ… "GEO is the practice of optimizing content for AI-generated answers." โŒ "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 โœ… "Key Benefits of GEO for E-commerce" โŒ "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]** โ€” [Explanation] 2. **[Action verb] [task]** โ€” [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
  • โœ… Added Direct Answer Opener
  • โœ… Restructured [n] sections with H2/H3
  • โœ… Added Definition Block for: [terms]
  • โœ… Converted [n] paragraphs to tables
  • โœ… Added FAQ block with [n] questions
  • โœ… 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.

Category context

Writing, remixing, publishing, visual generation, and marketing content production.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs1 Scripts1 Config
  • SKILL.md Primary doc
  • references/structure-stack.md Docs
  • scripts/structure_content.py Scripts
  • evals/evals.json Config