A powerful health data integration skill that connects AI agents to medical records, wearables, and wellness apps via the Human API platform.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install human-api
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install human-api using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Human API?
The Human API skill for Openclaw Skills enables developers to build intelligent applications that securely access health data from diverse sources including wearable devices, health apps, and electronic medical records. By leveraging Membrane's infrastructure, this skill abstractly handles complex authentication and credential management, allowing your AI agent to focus on delivering personalized health insights and clinical research analysis. This integration ensures that Openclaw Skills can interact with health profiles, source-specific data types, and granular medical records with minimal configuration and maximum security.
Human API Use Cases
- Retrieving patient health records for clinical research automation.
- Syncing wearable data from multiple sources to provide personalized wellness insights.
- Building AI-driven health coaches that monitor real-time fitness metrics within Openclaw Skills.
- Automating the collection of medical history for insurance or healthcare verification applications.
How Human API Works
- Initialize the environment by logging into the Membrane CLI and specifying the agent type to optimize for Openclaw Skills.
- Establish a secure connection to Human API using the connection ensure command, which triggers the necessary OAuth flows.
- Poll the connection status until it reaches a READY state, ensuring all backend authentication plumbing is active.
- Discover available data actions by searching for specific intents to find endpoints for health records, sources, or user profiles.
- Execute specific actions or utilize the proxy request feature to send direct API calls with automatically managed authentication headers.
Human API Setup
To get started with this health integration in your Openclaw Skills environment, first install the Membrane CLI and authenticate:
npm install -g @membranehq/cli@latest
membrane login --tenant --clientName=openclaw
Next, create a connection to the Human API platform:
membrane connection ensure "https://www.humanapi.co/" --json
If the connection state is BUILDING, use the wait flag to poll until it is ready:
membrane connection get <id> --wait --json
Human API Data Schema & Taxonomy
The skill organizes health data through a hierarchical structure accessible via Openclaw Skills:
| Component | Description |
|---|---|
| Profile | The top-level user health identity and core demographics. |
| Sources | The list of connected platforms like Fitbit, Garmin, or medical providers. |
| Data Types | Categorized health metrics such as blood pressure, activity, or labs. |
| Records | Individual data entries and historical medical events. |
All data is exchanged as machine-readable JSON, including input schemas for actions and structured output results.
Human API Advanced Features
- Automatic credential refreshing to ensure Openclaw Skills maintain persistent access without manual re-auth.
- Transparent proxy requests allowing agents to hit any Human API endpoint with managed headers.
- Natural language action discovery to dynamically find the best data query methods for specific user intents.
- Support for headless environments using authorization codes, perfect for server-side Openclaw Skills deployments.
SKILL.md
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