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AI ecosystem

A conservative prompt template that checks whether supplied data can answer a specific analytical question, cites visible issues by row and column, and proposes a reproducible cleaning and validation plan without silently changing the data.

Agent Design

Create a reviewable recovery plan from run logs, verified state and allowed actions, keeping uncertain outcomes and completed work separate.