Initial commit, 90% there

.claude/file-history/138484f6-474d-4740-8791-b8f49f53e200/24b0c6e553d60fd4@v2

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+// High Scrap Detection - Add to complete-work-order handler
+// This code should be added to the "Work Order buttons" function
+// in the "complete-work-order" case
+
+// After calculating final counts, check for high scrap
+const targetQty = Number(order.target) || 0;
+const scrapCount = Number(order.scrap) || 0;
+const scrapPercent = targetQty > 0 ? (scrapCount / targetQty) * 100 : 0;
+
+// Trigger: Scrap > 10% of target quantity
+if (scrapPercent > 10 && targetQty > 0) {
+    const severity = scrapPercent > 25 ? 'critical' : 'warning';
+
+    const highScrapAnomaly = {
+        anomaly_type: 'high-scrap',
+        severity: severity,
+        title: `High Waste Detected`,
+        description: `Work order completed with ${scrapCount} scrap parts (${scrapPercent.toFixed(1)}% of target ${targetQty}). Why is there so much waste?`,
+        data: {
+            scrap_count: scrapCount,
+            target_quantity: targetQty,
+            scrap_percent: Math.round(scrapPercent * 10) / 10,
+            good_parts: Number(order.good) || 0,
+            total_cycles: global.get("cycleCount") || 0
+        },
+        kpi_snapshot: {
+            oee: (msg.kpis && msg.kpis.oee) || 0,
+            availability: (msg.kpis && msg.kpis.availability) || 0,
+            performance: (msg.kpis && msg.kpis.performance) || 0,
+            quality: (msg.kpis && msg.kpis.quality) || 0
+        },
+        work_order_id: order.id,
+        cycle_count: global.get("cycleCount") || 0,
+        timestamp: Date.now(),
+        status: 'active'
+    };
+
+    // Send to Event Logger
+    // This would be a separate output from the complete-work-order handler
+    return {
+        topic: "anomaly-detected",
+        payload: [highScrapAnomaly]
+    };
+}
+
+return null;