An all-in-one AI agent skill for automated data scraping, intelligent cleaning, professional visualization, and AI-driven report generation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install data-analysis-skill
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 data-analysis-skill 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 DataMaster Pro: Automated Data Analysis Skill?
DataMaster Pro is a sophisticated data analysis skill designed to integrate seamlessly into the Openclaw Skills ecosystem. It enables developers, analysts, and operations teams to automate the entire data lifecycle—from gathering raw information via web scraping, APIs, or databases to producing polished, insight-heavy reports. By replacing manual Excel processing with a programmatic approach, it ensures higher accuracy and significant time savings.
This skill is built for those who need a professional-grade toolkit to handle data aggregation, anomaly detection, and complex visualization without writing boilerplate code from scratch. Whether you are conducting market research or monitoring financial trends, this addition to your Openclaw Skills library provides the robustness needed for modern data-driven decision-making.
DataMaster Pro: Automated Data Analysis Skill Use Cases
- Aggregating data from disparate web sources or multiple APIs into a centralized dataset.
- Automating repetitive data cleaning tasks such as de-duplication, format normalization, and filling missing values.
- Creating recurring business intelligence reports with automated visualizations for weekly reviews.
- Monitoring database health or market prices through scheduled data fetching and anomaly detection.
How DataMaster Pro: Automated Data Analysis Skill Works
- Configure the data sources, cleaning rules, and visualization preferences within the config.json file.
- Use the fetch command to pull data from URLs, APIs, or connected databases like PostgreSQL or MongoDB.
- Execute the cleaning script to automatically handle duplicates, format dates, and normalize numeric columns.
- Invoke the visualization engine to transform the cleaned data into high-quality charts such as heatmaps or scatter plots.
- Run the reporting tool to synthesize findings into a Markdown, HTML, or PDF document enhanced by AI-driven insights.
DataMaster Pro: Automated Data Analysis Skill Setup
# Navigate to the skill directory
cd data-analysis-skill
# Install the required dependencies via npm
npm install
DataMaster Pro: Automated Data Analysis Skill Data Schema & Taxonomy
The skill organizes its operations through a clear directory structure and a central configuration file:
| File/Folder | Function |
|---|---|
config.json |
Defines sources, cleaning logic, and visualization styles |
scripts/ |
Contains the core logic for fetching, cleaning, and reporting |
templates/ |
Stores Markdown templates for business, technical, or weekly reports |
examples/ |
Includes sample datasets and reference output reports |
DataMaster Pro: Automated Data Analysis Skill Advanced Features
- Support for enterprise-grade databases including MySQL, PostgreSQL, and MongoDB.
- AI-powered insight generation that provides narrative context to raw data trends.
- Custom report templating supporting Markdown, HTML, and PDF exports.
- Built-in scheduling system (cron-like) for periodic automated data harvesting.
- Smart visualization engine that automatically recommends the best chart type for your data distribution.
SKILL.md
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