A powerful integration skill that enables AI agents to manage industrial data and automate workflows within the Cognite Data Fusion platform.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install cognite
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 cognite 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 Cognite Skill for AI Agents?
The Cognite skill for Openclaw Skills empowers AI agents to interact directly with Cognite Data Fusion (CDF), the leading industrial data platform. By leveraging the Membrane framework, this skill allows agents to extract value from complex industrial datasets, including assets, time series, and events, without the developer having to manage complex authentication plumbing.
This integration is designed for engineers and data scientists who need to bridge the gap between AI reasoning and industrial operations. It provides a secure, streamlined way to contextualize data, perform analysis, and trigger automated sequences across asset-heavy industries, all while ensuring that credentials and refresh tokens are handled safely server-side.
Cognite Skill for AI Agents Use Cases
- Automating the retrieval and updates of Asset Metadata within Cognite Data Fusion.
- Syncing and analyzing industrial Time Series data for predictive maintenance reports.
- Managing complex data Transformations and Extraction Pipelines via AI agent commands.
- Creating and monitoring Events or Notifications based on real-time industrial telemetry.
- Interfacing with Raw Tables and Sequences for custom data science workflows.
How Cognite Skill for AI Agents Works
- The AI agent initializes the Membrane CLI and authenticates the user's session to establish a secure environment.
- A connection to the Cognite domain is ensured, triggering an OAuth or API-based handshake managed by the Membrane server.
- The agent searches for specific industrial actions using natural language intent discovery to find the most efficient pre-built workflows.
- Actions are executed with JSON parameters to read from or write to Cognite Data Fusion resources like Assets, Files, or Sequences.
- For specialized requirements, the agent uses a transparent proxy to send raw authenticated requests directly to the Cognite API.
Cognite Skill for AI Agents Setup
To get started with this Openclaw Skills integration, install the Membrane CLI and authenticate your environment:
# Install the Membrane CLI globally
npm install -g @membranehq/cli@latest
# Login and specify your agent type (e.g., openclaw)
membrane login --tenant --clientName=openclaw
# Establish a connection to Cognite
membrane connection ensure "https://www.cognite.com/" --json
Cognite Skill for AI Agents Data Schema & Taxonomy
The Cognite skill organizes industrial information into several core entities accessible via the Membrane interface:
| Entity | Description |
|---|---|
| Asset | Digital representations of physical equipment and their metadata. |
| Time Series | Datapoints indexed by time, used for sensor data and monitoring. |
| Event | Information about something that happened at a specific point in time. |
| Sequence | Rows of numerical or string data indexed by row number. |
| File | Unstructured data associated with assets or events. |
| Raw Table | NoSQL-style storage for tabular data before contextualization. |
Cognite Skill for AI Agents Advanced Features
- Natural Language Intent Discovery: Find the right API action by describing your goal in plain English rather than searching through documentation.
- Transparent Credential Refresh: Automatically handles OAuth token rotation so long-running industrial automations never fail due to expired sessions.
- Automated Extraction Pipelines: Trigger and monitor the status of data extraction runs directly from the AI agent interface.
- Hybrid Proxy Support: Switch between high-level pre-built actions and low-level raw API requests while maintaining a unified security context.
- Machine-Readable Output: All commands support a
--jsonflag, making it easy for Openclaw Skills to parse and chain results between different industrial tools.
SKILL.md
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