Data Analysis

Answer business questions by querying the data warehouse. The kernel auto-starts on first exec call.

All CLI commands below are relative to this skill's directory. Before running any scripts/cli.py command, cd to the directory containing this file.

Workflow

1. Pattern lookup — Check for a cached query strategy:

   uv run scripts/cli.py pattern lookup "<user's question>"
   

   If a pattern exists, follow its strategy. Record the outcome after executing:

   uv run scripts/cli.py pattern record <name> --success  # or --failure