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---
name: bi-python-knowledge
description: Use Seshat's public Python knowledge for governed single-node source preparation, cleaning, grain, and aggregation reasoning.
---
# BI Python knowledge
Open `../../knowledge/bi-python-knowledge/INDEX.md`, select only the route needed,
and follow its stop rules. Do not execute against live data without the user's
explicit in-scope request and required connection boundary.