An automated agent skill designed to execute complex data analysis tasks and process uploaded files directly within a local working directory.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install data-analyst-pro
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-analyst-pro 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 Data Analyst?
The Data Analyst skill is a specialized tool within the collection of Openclaw Skills designed to handle sophisticated data processing workflows. It empowers users to delegate analytical tasks to an AI agent capable of reading, interpreting, and manipulating data files autonomously. By integrating this skill, developers and researchers can streamline the extraction of insights from raw datasets without manual intervention, leveraging a robust agent configuration optimized for computational accuracy.
This skill serves as a bridge between raw data storage and actionable intelligence. It provides a standardized environment where code can operate on provided files, making it an essential component for teams looking to scale their analytical capabilities through the use of Openclaw Skills.
Data Analyst Use Cases
- Automated parsing and cleaning of CSV or Excel datasets.
- Generating statistical summaries and descriptive analysis from uploaded source files.
- Developing visualization scripts to interpret complex data trends and patterns.
- Transforming raw unstructured data into formatted reports for business intelligence.
How Data Analyst Works
- The user defines a data analysis task and identifies the source files required for the operation.
- Files are passed to the skill using the upload_files parameter, which triggers the environment preparation.
- The skill places all specified files into the local working directory (./) for immediate access.
- The agent executes analysis code, referencing files directly by their filename without complex pathing.
- Results, including transformed data or summary reports, are returned to the user via the Openclaw Skills interface.
Data Analyst Setup
To deploy the Data Analyst capability, you must ensure your environment is configured to support the data_analyst agent. Use the following command to integrate this into your existing Openclaw Skills setup:
# Add the data analyst skill to your active agent environment
openclaw install data-analyst
Ensure that when calling the skill, you populate the upload_files parameter with the filenames you intend to analyze.
Data Analyst Data Schema & Taxonomy
The Data Analyst skill maintains a simplified data schema to ensure high performance and reliability within Openclaw Skills.
| Attribute | Type | Description |
|---|---|---|
| Working Directory | Path | Fixed at ./ for direct file reference. |
| upload_files | Array | A list of files to be injected into the runtime environment. |
| Template Variables | String | Supports $DATE$ and $SESSION_GROUP_ID$ for dynamic execution context. |
| File Access | Method | Direct local I/O (e.g., open('data.csv')). |
Data Analyst Advanced Features
- Direct file system integration for seamless read and write operations during execution.
- Support for runtime template variables allowing for time-sensitive data processing.
- Optimized for the data_analyst agent configuration to ensure high-fidelity mathematical outputs.
- Multi-file ingestion support via the specialized upload parameter within Openclaw Skills.
SKILL.md
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