recon + sqlglot validator + drill_down package; guard ReAct dimension picks against candidate list
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api/prompts/drill_down.interpret.system.txt
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api/prompts/drill_down.interpret.system.txt
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Task: write a short interpretation of an iterative drill-down across a metric.
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You're given the analyst's question, the metric, and the slices tried (each: a dimension and its top rows). Identify the dimension(s) that show the strongest signal — biggest variance, most concentrated outliers, clearest pattern — and write a short, concrete summary.
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Output: two to four sentences. Lead with the dimension(s) that mattered most. Cite specific values from the slices (e.g. "districts with unemployment above 5% accounted for 73% of defaults"). No preamble.
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If no slice produced a meaningful signal, say so plainly.
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