The Crobox skill enables AI agents to manage e-commerce personalization, experiments, and customer segments through automated Membrane workflows.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install crobox
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 crobox 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 Crobox?
Crobox is a sophisticated e-commerce personalization platform designed to help online retailers optimize the customer journey. By leveraging AI to tailor product recommendations, content, and messaging, it empowers businesses to increase conversion rates and average order values. This integration for Openclaw Skills allows AI agents to interact directly with the platform's core entities like experiments, variants, and segments.
By utilizing the Membrane framework, this skill eliminates the complexity of manual authentication. It provides a secure bridge for Openclaw Skills to perform high-level actions or raw API requests while Membrane handles credential refreshing and secure connectivity in the background.
Crobox Use Cases
- Automating the creation and monitoring of e-commerce A/B test experiments.
- Fetching and analyzing user segments to personalize marketing messaging.
- Managing product variants and display logic based on real-time customer data.
- Integrating Crobox data into broader marketing automation workflows using Openclaw Skills.
- Rapidly prototyping new personalization strategies via natural language intent commands.
How Crobox Works
- The Openclaw Skills agent authenticates via the Membrane CLI using a specific tenant and client name.
- A connection is established to the Crobox domain, triggering a secure OAuth or API key handshake managed by Membrane.
- The agent polls the connection state until it reaches a READY status, handling any required user actions through provided UI URLs.
- The agent searches for specific functional intents (e.g., "list variants") using the Membrane action discovery system.
- Actions are executed with JSON parameters, or direct proxy requests are sent to the Crobox API with automatic header and auth injection.
Crobox Setup
First, install the Membrane CLI to enable Openclaw Skills to communicate with the service:
npm install -g @membranehq/cli@latest
Next, authenticate your agent (specify openclaw as the client name):
membrane login --tenant --clientName=openclaw
Establish a connection to the Crobox platform:
membrane connection ensure "https://crobox.com" --json
Crobox Data Schema & Taxonomy
The skill organizes e-commerce data through the following taxonomy:
| Entity | Description |
|---|---|
| Experiment | The top-level container for testing personalization hypotheses. |
| Variant | Specific iterations of content or layout within an experiment. |
| Segment | Defined groups of users based on behavior or attributes. |
| Integration | Configurations connecting Crobox to external data sources or storefronts. |
| User | Individual customer profiles and their associated personalization history. |
Crobox Advanced Features
- Natural Language Action Discovery: Use the intent flag to find the best programmatic action without reading documentation.
- Automatic Credential Refresh: Openclaw Skills can maintain long-running tasks without session timeouts or manual re-auth.
- Transparent Proxy: Send direct HTTP requests to any Crobox endpoint with automatic base URL and auth header injection.
- Machine-Readable Output: All commands support a --json flag for seamless integration into automated developer pipelines.
- Multi-Agent Adjustment: Tooling automatically adjusts its behavior based on the agent type (e.g., openclaw vs. windsurf) to optimize performance.
SKILL.md
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