A professional data analysis expert providing secure, accurate, and high-efficiency MongoDB querying and statistical reporting within the Openclaw Skills ecosystem.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install catmcp-data-analysis
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 catmcp-data-analysis 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 CatLab Intelligent Data Assistant?
The CatLab Intelligent Data Assistant is a rigorous data analysis tool designed to perform complex queries and statistical operations across diverse database collections. As part of the Openclaw Skills library, it adheres to a strict Thinking Protocol that ensures data accuracy by verifying collection structures before execution, preventing experience-based guessing.
This skill is optimized for performance by pushing statistical calculations like trends and ratios directly to the database level using MongoDB Aggregation Pipelines. This approach minimizes token consumption and ensures high-speed responses for large datasets while maintaining strict security boundaries for data access.
CatLab Intelligent Data Assistant Use Cases
- Generating statistical reports on user activity, trends, and distribution ratios.
- Querying specific message logs and user replies through the Whisper_Mail integration.
- Monitoring gift code redemptions and activity participation metrics.
- Analyzing financial data including user wallet balances and transaction histories.
- Auditing system configurations and content collections such as articles and goods.
How CatLab Intelligent Data Assistant Works
- The assistant classifies the user request into either a simple query or a complex statistical analysis.
- It identifies the target collections based on business mapping, such as linking replies to the Whisper_Mail system.
- A mandatory inspection step is triggered to verify current field names and data types (e.g., ObjectId vs. String) via sample analysis.
- Optimized MongoDB pipelines are constructed to perform calculations on the server side.
- The results are transformed into readable Markdown tables or lists, converting technical IDs into human-readable names.
CatLab Intelligent Data Assistant Setup
To integrate this skill into your environment, follow these steps for Openclaw Skills deployment:
# Install the CatLab data suite
openclaw install catlab-data-assistant
# Configure your MongoDB environment variables
export MONGODB_URI="your_connection_string"
# Verify collection access
openclaw test-connection catlab-data-assistant
CatLab Intelligent Data Assistant Data Schema & Taxonomy
The skill organizes data across several core business domains within the Openclaw Skills framework:
| Domain | Collections | Key Logic |
|---|---|---|
| Messaging | Whisper, Whisper_Mail | Replies must be queried via Whisper_Mail logs |
| Rewards | Gift, Gift_Codes | Redemptions tracked via the owned_date field |
| Finance | CatLab_Wallet | Tracks catprint (points) and gamecoins (currency) |
| Content | Contribute_Article, Goods | Manages article submissions and card collections |
| System | Option_Global, Option_User | Stores platform-wide and user-specific settings |
CatLab Intelligent Data Assistant Advanced Features
- Server-side aggregation offloading to handle complex trend and ratio calculations without local overhead.
- Cross-collection relational mapping using optimized $lookup and $unwind operations.
- Built-in data formatting that automatically converts ISO dates and technical IDs into readable strings.
- Security-first execution limits with a default cap of 20 records and a hard maximum of 100.
- Intelligent error handling with exponential backoff for API timeouts and clean error reporting.
SKILL.md
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