Data Analysis Agent — Business Intelligence Skill

Skill by ara.so — AI Agent Skills collection.

Data Analysis Agent is a conversational business intelligence system that enables non-technical users to perform data analysis through natural language. Users can upload Excel/CSV files or connect to databases, then ask questions in plain language. The system automatically understands intent, generates SQL, executes queries, recommends charts, and provides business insights with real-time SSE (Server-Sent Events) streaming output.

What It Does

• Natural Language Queries: Ask questions in plain English instead of writing SQL
• Auto SQL Generation: Converts natural language to optimized SQL queries
• Smart Visualization: Automatically recommends from 43+ chart types based on data patterns
• Multi-Source Support: Excel, CSV, SQLite, MySQL, PostgreSQL, SQL Server, Google Sheets
• Streaming Analysis: Real-time SSE output showing analysis progress
• Advanced Analytics: K-Means clustering, decision trees, outlier handling, decile analysis
• Report Generation: Export to Excel, Word, PowerPoint
• MCP Integration: Extend capabilities with Model Context Protocol tools
• Knowledge Base: Upload business documents to improve domain understanding

Installation