geo-schema-gen

What This Skill Does

The geo-schema-gen skill is a specialized tool designed to bridge the gap between human-readable web content and machine-understandable data. It utilizes Schema.org vocabulary to generate high-fidelity JSON-LD markup. By transforming your page content into structured data, this skill ensures that AI crawlers, search engines, and generative AI models can parse the exact meaning, hierarchy, and context of your entity. It supports critical schema types including Organization, FAQPage, Article, Product, and HowTo. Whether you are aiming to feed a RAG (Retrieval-Augmented Generation) pipeline, improve visibility in rich snippets, or establish brand authority, this tool automates the technical burden of structured data.

Installation

To integrate this skill into your environment, use the OpenClaw command-line interface. Run the following command in your terminal:

clawhub install openclaw/skills/skills/geoly-geo/geo-schema-gen

Ensure that you have Python 3.8+ installed on your system, as the underlying scripts leverage standard libraries for JSON processing and metadata extraction.

Use Cases

• Brand Authority: Use the Organization schema to ensure AI models correctly identify your brand's official name, logo, and social profile links.
• Content Citability: Generate Article or BlogPosting schema to provide clear publication dates, author bios, and main entity descriptions, increasing the likelihood of being cited by LLMs.
• E-commerce Optimization: Implement Product schema to include price, availability, and rating data, making your inventory readable for AI-powered shopping assistants.
• Support Automation: Generate FAQPage schema to structure your support documentation, which helps search engines display your Q&A directly in the SERP.
• Site Navigation: Use BreadcrumbList to help machines understand your site architecture.

Example Prompts

1. "Generate FAQ schema for the content in this document and ensure it is valid JSON-LD."
2. "Create an Article schema for my latest blog post about AI agents; include the author as 'OpenClaw Team'."
3. "Help me implement Organization schema for our website to improve our branding across search platforms."

Tips & Limitations

• Validation is Key: Always run the validator script after generating your markup to catch syntax errors.
• Content Quality: Schema does not substitute for poor content. Ensure your page content is high-quality before applying markup.
• Data Privacy: Be mindful of the PII you include in your schema markup, especially when defining Author or LocalBusiness entities.
• Limitations: This tool requires valid input data; it cannot guess specific internal database IDs or complex conditional logic that is not present in the source files.