Connect your AI agent to IBM WatsonX to manage enterprise models, process data, and automate sophisticated workflows seamlessly.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install watsonx-ai
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 watsonx-ai 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 WatsonX AI?
WatsonX AI is IBM enterprise-ready AI and data platform designed for developers and data scientists to build, deploy, and scale AI models. This skill enables Openclaw Skills users to bridge the gap between their AI agents and IBM's robust infrastructure, providing a streamlined interface for managing projects, notebooks, and prompt templates.
By utilizing the Membrane framework, this skill removes the friction of manual API integration. It provides a secure, automated way to handle authentication and credential refreshing, ensuring that your AI agent can focus on high-level logic and data manipulation rather than low-level plumbing.
WatsonX AI Use Cases
- Automating enterprise workflow triggers based on WatsonX model outputs.
- Managing and querying AI data sets and notebooks directly from your coding agent.
- Deploying and scaling custom machine learning models within the IBM cloud ecosystem.
- Integrating IBM prompt templates into larger multi-agent automation systems using Openclaw Skills.
How WatsonX AI Works
- Install the Membrane CLI to facilitate communication between your environment and WatsonX.
- Authenticate using the CLI to establish a secure session with the IBM tenant.
- Create a connection to the WatsonX domain which automatically handles OAuth and API key management.
- Search for available actions using natural language intent to find the specific model or data operation needed.
- Execute pre-built actions or use the proxy request feature to communicate directly with the WatsonX API.
WatsonX AI Setup
To get started with this Openclaw Skills integration, first install the CLI:
npm install -g @membranehq/cli@latest
Authenticate your agent:
membrane login --tenant --clientName=openclaw
Ensure a connection is established with IBM WatsonX:
membrane connection ensure "https://www.ibm.com/watsonx" --json
WatsonX AI Data Schema & Taxonomy
The WatsonX AI skill organizes data around the following core entities:
| Entity | Description |
|---|---|
| Project | The primary container for all AI models, data, and notebooks. |
| AI Model | Deployable models used for inference and training. |
| Prompt Template | Standardized templates for consistent LLM interactions. |
| Data Assets | Records and datasets stored within the WatsonX project environment. |
WatsonX AI Advanced Features
- Transparent credential refresh that handles session expiry without user intervention.
- Natural language action discovery to optimize token usage during tool selection.
- High-performance API proxying for custom IBM Cloud endpoints.
- Long-polling support for asynchronous connection building in complex environments.
SKILL.md
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