10x Analyst — Data Query

Ask any question about your data in plain English and get a precise answer backed by numbers.

Overview

Loads data from input/<dataset>/, interprets your question, writes and executes the exact pandas query needed, and returns the answer with supporting evidence. No dashboard, no report — just the answer.

When to Use

• User asks a specific question about data: "What are our top 5 products?", "What's the average order value?", "Which customers churned?"
• User wants a quick answer without the full analysis pipeline
• User wants to explore data interactively with follow-up questions

Path Resolution

Parse $ARGUMENTS:

• First word: dataset name → reads from input/<dataset-name>/
• Remaining text: the user's question