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Turn EDA findings into one-click-to-prep action cards #111

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@lucastononro

Gap. The eda agent writes a prose report.md flagging leakage risks, class imbalance, high-cardinality columns, and multicollinearity — but the user must read prose then re-ask the agent to act.

Value. Makes the EDA→prep handoff a click instead of a paragraph, and showcases the platform's judgment.

Suggestion. Emit EDA findings as structured items (finding type + affected columns + recommendation) rendered as canvas cards with an "Apply in prep" button that pre-fills the orchestrator prompt for data_prep.

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