Docs for Agents

Overview

OMOPHub provides documentation in three formats specifically designed for AI consumption. Each format serves a different use case depending on your context window budget and the depth of information your agent needs.

Documentation Formats

llms.txt

Concise index of the OMOPHub API. Fits in small context windows.

llms-full.txt

Complete documentation in a single file. Full API reference included.

skill.md

Structured skills reference for AI agents with action-oriented instructions.

When to Use Each Format

Format	Size	Best For
`llms.txt`	Small	Quick orientation. Gives an agent a high-level map of available endpoints and capabilities. Use when context window space is limited.
`llms-full.txt`	Large	Deep integration work. Contains the full API reference, parameter details, and response schemas. Use when the agent needs to write code against the API.
`skill.md`	Medium	Action-oriented tasks. Structured as capabilities the agent can perform, with step-by-step instructions. Use for agents that follow skill/tool patterns.

Direct URLs

You can fetch these files directly for injection into your agent’s context:

https://docs.omophub.com/llms.txt
https://docs.omophub.com/llms-full.txt
https://docs.omophub.com/skill.md

Usage Example

To give an AI agent access to OMOPHub documentation, include the appropriate file in the system prompt or context:

import httpx

# Fetch the concise index for a small context window
response = httpx.get("https://docs.omophub.com/llms.txt")
llms_context = response.text

# Include in your agent's system prompt
system_prompt = f"""You are a medical coding assistant.
Use the following API documentation to look up medical concepts:

{llms_context}
"""

HTTP & Docker Llms.txt

Get Started

MCP Server

Integration

Docs for Agents

Overview

Documentation Formats

llms.txt

llms-full.txt

skill.md

When to Use Each Format

Direct URLs

Usage Example

​Overview

​Documentation Formats

llms.txt

llms-full.txt

skill.md

​When to Use Each Format

​Direct URLs

​Usage Example

Overview

Documentation Formats

When to Use Each Format

Direct URLs

Usage Example