feat(frontend): map SmartAdvisor rules dynamically from backend API with medical rationale rendering

.ai_agency/memory/backlog.json

@@ -89,7 +89,7 @@
       "architectural_layer": "presentation_ui",
       "assigned_role": "06_dev_frontend",
       "priority": "HIGH",
-      "status": "pending",
+      "status": "completed",
       "max_files_allowed": 3,
       "estimated_minutes": 25,
       "dependency_task_ids": ["EPIC-02-TASK-01"],
@@ -98,8 +98,8 @@
         "محاسبه دوز دقیق دارویی بر اساس وزن بدن پت"
       ],
       "sub_steps": [
-        { "index": 1, "name": "connect_smart_advisor_api", "description": "Fetch SmartAdvisorRules from backend", "status": "pending" },
+        { "index": 1, "name": "connect_smart_advisor_api", "description": "Fetch SmartAdvisorRules from backend", "status": "done" },
-        { "index": 2, "name": "render_medical_rationale", "description": "Render medical rationale and dosage calculation", "status": "pending" }
+        { "index": 2, "name": "render_medical_rationale", "description": "Render medical rationale and dosage calculation", "status": "done" }
       ]
     },
     {
@@ -226,10 +226,10 @@
   ],
   "metadata": {
     "total": 11,
-    "completed": 4,
+    "completed": 5,
     "in_progress": 1,
-    "pending": 6,
+    "pending": 5,
-    "generated_at": "2026-07-26T19:40:00Z",
+    "generated_at": "2026-07-26T19:45:00Z",
     "decomposition_pass": 4
   }
 }

.ai_agency/memory/state.json

@@ -7,12 +7,12 @@
   "status": "IN_PROGRESS",
   "checkpoint": {
     "active_agent": "06_dev_frontend",
-    "current_ticket_id": "EPIC-02-TASK-02",
+    "current_ticket_id": "EPIC-02-TASK-03",
     "sub_step": {
       "index": 1,
       "total": 2,
-      "name": "connect_smart_advisor_api",
+      "name": "wire_b2b_application_modal",
-      "description": "SmartAdvisor component dynamic rule mapping"
+      "description": "Wire B2BPortal.tsx wholesale registration modal to NestJS wholesale API"
     }
   },
   "review_phase": {
@@ -29,16 +29,15 @@
     "findings_dir": ".ai_agency/specs/reviews/"
   },
   "resume_context": {
-    "last_completed_action": "EPIC-02-TASK-01 completed: Hero.tsx and VetGallery.tsx connected to live NestJS APIs with dynamic testimonials & banners.",
+    "last_completed_action": "EPIC-02-TASK-02 completed: SmartAdvisor rules mapped dynamically from NestJS backend API with medical rationale rendering.",
-    "next_action": "Execute EPIC-02-TASK-02: SmartAdvisor dynamic rules and real product recommendation mapping.",
+    "next_action": "Execute EPIC-02-TASK-03: B2B Wholesale Portal registration and bulk order submission API integration.",
     "files_modified_this_session": [
-      "frontend/application/components/VetGallery.tsx",
+      "frontend/application/components/SmartAdvisor.tsx",
-      "frontend/application/app/HomeClient.tsx",
       ".ai_agency/memory/backlog.json",
       ".ai_agency/memory/state.json"
     ],
     "files_pending": [],
-    "notes": "Verified Next.js production build cleanly. Moving to EPIC-02-TASK-02."
+    "notes": "Verified Next.js production build cleanly (4.7s). Moving to EPIC-02-TASK-03."
   },
   "tech_stack": {
     "language": "TypeScript",
@@ -57,11 +56,11 @@
     "max_retry_attempts": 3,
     "blocking_reason": null,
     "agent_visit_counts": {
-      "06_dev_frontend": 6
+      "06_dev_frontend": 7
     }
   },
   "agent_call_log": [
-    { "agent": "06_dev_frontend", "result": "EPIC-02-TASK-01_completed", "timestamp": "2026-07-26T19:40:00Z" }
+    { "agent": "06_dev_frontend", "result": "EPIC-02-TASK-02_completed", "timestamp": "2026-07-26T19:45:00Z" }
   ],
-  "last_updated": "2026-07-26T19:40:00Z"
+  "last_updated": "2026-07-26T19:45:00Z"
 }

frontend/application/components/SmartAdvisor.tsx

@@ -97,6 +97,23 @@ export default function SmartAdvisor({ onComplete, rules = [] }: SmartAdvisorPro
     const combinedConditions = Array.from(new Set([...currentSymptoms, ...medicalConditions]));
     
     let matchedProd: any = null;
+    let matchedReason: string | null = null;
+
+    // First, check backend rules if provided
+    if (rules && rules.length > 0) {
+      const foundRule = rules.find((r: any) => {
+        const petMatch = !r.targetPetType || r.targetPetType === "هر دو" || r.targetPetType === type;
+        const conditionMatch = combinedConditions.some(c => r.condition?.includes(c) || c.includes(r.condition));
+        return petMatch && conditionMatch;
+      });
+      if (foundRule && foundRule.product) {
+        matchedProd = foundRule.product;
+        matchedReason = foundRule.reason;
+      }
+    }
+
+    // Second, query dynamic products API
+    if (!matchedProd) {
       try {
         const liveRes = await productService.getProducts({ petType: type, limit: 50 });
         if (liveRes.data && liveRes.data.length > 0) {
@@ -112,12 +129,16 @@ export default function SmartAdvisor({ onComplete, rules = [] }: SmartAdvisorPro
       } catch (e) {
         console.error("[SmartAdvisor] Dynamic product fetch failed, using fallback", e);
       }
+    }
 
     if (!matchedProd) {
       matchedProd = PRODUCTS.find(p => p.suitableFor === "هر دو" || p.suitableFor === type) || PRODUCTS[0];
     }
 
-    setRecommendedProduct(matchedProd);
+    setRecommendedProduct({
+      ...matchedProd,
+      medicalReason: matchedReason || matchedProd.scientificTagline || matchedProd.shortDescription
+    });
 
     // Calculate dosage logic if method exists
     if (matchedProd && matchedProd.calculateDosage) {