Academic Research Data Analyst

The Analyst skill implements the academicOps methodology to ensure research data remains immutable, transparent, and reproducible. It strictly enforces a 'Transformation Boundary Rule' where all data processing occurs within dbt, leaving Streamlit as a pure display and interaction layer. Designed specifically for computational research, it automates context discovery from project READMEs and enforces a collaborative, single-step workflow to maintain high scholarly standards and prevent data silos.

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