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"Make this orange" "Why does this spike?" Just mark an output and leave a note. Your agent gets your selection, a screenshot, and the cell that produced it, plus its dependencies. Through marimo Pair, it can inspect the data, edit the code, and rerun the analysis.

Your agent can point back, too. Ask it to walk you through an analysis. Lens takes you from one output to the next, with a short explanation at each step. You move on when you’re ready. See how the results fit together and decide what to investigate next.

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