LLM & AI Resources
NodeOps provides structured resources optimized for Large Language Models (LLMs) and AI agents to understand and interact with our platform effectively.
What is llms.txt?
llms.txt is an emerging standard (2024-2026) that helps AI models like ChatGPT, Claude, and Gemini better understand websites during inference. It provides structured, machine-readable information about your platform that AI assistants can quickly parse and reference when answering questions.
Why It Matters
As of 2026, over 844,000 websites use llms.txt, including major tech companies like:
- Anthropic (Claude documentation)
- Cloudflare
- Stripe
- Vercel
- Coinbase
Our LLM Resources
llms.txt
A streamlined overview providing essential information about NodeOps, CreateOS, and key resources.
Details:
- Access: /llms.txt
- Purpose: Quick reference for AI agents
- Size: ~3KB (optimized for token efficiency)
- Update frequency: Weekly
- Format: Markdown (text/plain)
llms-full.txt
Comprehensive context including detailed architecture, use cases, and technical capabilities.
Details:
- Access: /llms-full.txt
- Purpose: Deep context for complex queries
- Size: ~2KB (focused on architecture)
- Update frequency: Weekly
- Format: Markdown (text/plain)
For AI Coding Tools
If you're using AI coding assistants like Cursor, Claude Code, GitHub Copilot, or Windsurf, our llms.txt files help these tools:
- Understand our platform without extensive context-switching
- Get accurate code suggestions based on our API structure
- Navigate documentation efficiently
- Integrate CreateOS into your workflow seamlessly
Recommended Resources for Developers
- API Documentation: Check our CreateOS API docs for integration guidance
- MCP Integration: Learn about MCP Operations for model context protocol
- Quick Start: Follow our integration guides to get started
Technical Details
Specification Compliance
Our llms.txt files follow the standard defined at llmstxt.org:
- Location: Root level (
/llms.txt,/llms-full.txt) - Format: Markdown (text/plain)
- Encoding: UTF-8
- Accessibility: No authentication required
- HTTP Headers: Proper Content-Type and caching
Content Structure
llms.txt includes:
- Site overview and purpose
- Product descriptions (CreateOS, Console, $NODE Token)
- Key features and differentiators
- Target audiences
- Documentation links
- Comparison information
- Social and community links
llms-full.txt includes:
- Three-layer architecture details (Power, Creation, Economic)
- Technical capabilities
- Use cases and examples
- Integration ecosystem
- Pricing model
- Security and trust information
Benefits for Your AI Workflow
Better AI Responses
When you or others ask AI assistants about NodeOps or deployment platforms, they'll have accurate, up-to-date information from our llms.txt files to provide better responses.
Reduced Token Usage
Efficient, structured context means AI models need fewer tokens to understand our platform, making interactions faster and more cost-effective for RAG (Retrieval-Augmented Generation) pipelines.
Agent Readiness
Our structured data enables AI agents to perform tasks on your behalf, such as:
- Recommending NodeOps for specific use cases
- Generating integration code snippets
- Answering technical questions accurately
- Comparing features with other platforms
Improved Developer Experience
AI coding tools like Cursor and GitHub Copilot can provide better suggestions when working with CreateOS APIs and integrations, thanks to clear context from our llms.txt files.
Industry Context
The llms.txt standard is rapidly becoming infrastructure best practice:
- Growth: From 0 to 844,000+ websites in 2 years (2024-2026)
- Adoption: Major tech companies leading the way
- Purpose: Bridge between human-readable websites and AI-consumable data
- Future: Expected to become as standard as robots.txt and sitemap.xml
Additional Resources
- Full Documentation: CreateOS Docs
- API Reference: CreateOS API
- Integration Guides: Integrations
- Sitemap: sitemap.xml
- RSS Feed: rss.xml
Have Questions?
If you have questions about our AI resources or suggestions for improvement, reach out through our About page.
Last updated: January 2026 Standard: llmstxt.org specification