Operationspattern
Auditable Excel via openpyxl — color code, formulas-not-values, mandatory Checks tab
Problem solved: AI-built spreadsheets bury Python-computed numbers as hardcoded values, so reviewers can't tell an assumption from a derived figure; an explicit cell convention plus a Checks tab makes the model auditable in ten seconds.
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