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The reactive half of the agent. It consumes product.stock_changed from the catalog topic and reports only a crossing of the threshold — every further order line on an already-low reference would otherwise raise the same alarm, and an agent that repeats itself is one a human learns to ignore. A stock-out is treated as its own fact even when the reference was already low. The detection lands on a watchlist readable over a webhook, because a proposal that reached only an execution log would be lost between two nightly runs. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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