This project offers an AI-powered data analysis platform designed to simplify complex workflows into a chat-like experience. It targets users who need efficient data exploration, visualization, and code generation, providing AI assistance to make data analysis as straightforward as a conversation.

How It Works

The platform is built upon Claude Code, utilizing its framework of intelligent sub-agents, slash commands, and automation hooks. Users interact by placing datasets in data_storage/ and issuing commands like /analyze or /visualize. Specialized sub-agents, such as data-explorer and visualization-specialist, process requests, enabling automated workflows for data validation, context-aware suggestions, and reproducible analysis.

Quick Start & Requirements

1. Place your dataset (CSV, JSON, Excel) in the data_storage/ directory.
2. Execute commands via the Claude Code interface, e.g., /analyze your_data.csv exploratory.

• Prerequisites: Python 3.8+, Claude Code with sub-agents enabled.
• Documentation: Refer to the docs/ directory or use the /help command.

Highlighted Details

• Intelligent Sub-Agents: Includes dedicated agents for data exploration, visualization, code generation (Python, R, SQL, JS), report writing, quality assurance, and hypothesis generation.
• Comprehensive Analysis: Supports exploratory, statistical, predictive, and complete analysis types.
• Diverse Visualizations: Offers multiple chart types for trends, distributions, correlations, and comparisons, with potential for dashboards.
• Automated Workflows: Features data validation, smart context suggestions, and reproducible analysis with generated code and reports.

Maintenance & Community

The project is in its early "Project Initialization" phase (Week 1.1). Contributions are welcomed via standard pull request workflows. Specific community channels or active maintainer details are not provided in the README.

Licensing & Compatibility

Licensed under the permissive MIT License, allowing for broad compatibility, including commercial use.

Limitations & Caveats

As an early-stage project (Week 1.1), several key features are marked as "Upcoming," including the Report Writer, Quality Assurance, and Hypothesis Generator sub-agents, alongside advanced commands and interactive dashboards. The core functionality relies on the Claude Code framework.