diff --git a/agents-archi.html b/agents-archi.html
index 262bd24bc..927737c50 100644
--- a/agents-archi.html
+++ b/agents-archi.html
@@ -490,7 +490,7 @@ A.forEach(function(a,i){
   card.className='ag-card'+(a.m?' master':'');card.dataset.agent=a.n;card.dataset.tier=a.t;
   card.innerHTML=(a.m?'<div class="crown">👑</div>':'')+
     '<div class="bubble" data-a="'+a.n+'"></div>'+
-    (window.WevalAvatar && WevalAvatar.isReady && WevalAvatar.isReady() ? '<span class="p-av" data-agent="'+a.n+'" data-persona="'+WevalAvatar.persona(a.n)+'" title="'+a.n+'">'+WevalAvatar.emoji(a.n)+'</span>' : '<img src="'+url+'" loading="lazy" data-agent="'+a.n+'">')+
+    ((function(n){var r=(window.WevalAvatar&&WevalAvatar.isReady&&WevalAvatar.isReady())?WevalAvatar.get(n):{persona:'human',emoji:'👤'};return '<span class="p-av" data-agent="'+n+'" data-persona="'+(r.persona||'human')+'" title="'+n+'">'+(r.emoji||'👤')+'</span>';})(a.n))+
     '<div class="name">'+a.n+'</div>';
   card.onclick=function(){
     document.getElementById('mImg').src=url;
@@ -1328,32 +1328,28 @@ window.addEventListener('resize',function(){cam.aspect=innerWidth/innerHeight;ca
 
 <script id="d91-archi-rerender">
 (function(){
-  // Once the helper is ready, re-run the card build so persona emojis appear.
-  // The card build is scene-side (Three.js / CSS2DObject) — easiest: find all existing
-  // <img data-agent="X"> inside CSS2D layer and swap them for p-av spans.
-  function swap(){
+  // V120 SSOT — Update existing p-av spans with WevalAvatar emoji once helper is ready.
+  // Also remove any legacy <img dicebear/robohash> that might have leaked through.
+  function refresh(){
     if (!window.WevalAvatar || !WevalAvatar.isReady || !WevalAvatar.isReady()) return false;
-    const nodes = document.querySelectorAll('.ag-card img[src*="robohash"],.ag-card img[src*="dicebear"]');
-    if (!nodes.length) return true;
-    nodes.forEach(img => {
-      const name = img.closest('.ag-card')?.dataset.agent || img.dataset.agent;
+    // Update spans (created with default 👤 if helper wasn't ready at render time)
+    document.querySelectorAll('.ag-card .p-av[data-agent]').forEach(span => {
+      const name = span.dataset.agent;
       if (!name) return;
       const e = WevalAvatar.get(name);
-      const span = document.createElement('span');
-      span.className = 'p-av';
-      span.dataset.agent = name;
-      span.dataset.persona = e.persona || 'human';
-      span.title = name;
-      span.textContent = e.emoji || '👤';
-      // copy sizing classes implicit via parent selector
-      img.parentNode.replaceChild(span, img);
+      if (e && e.emoji) {
+        span.textContent = e.emoji;
+        if (e.persona) span.dataset.persona = e.persona;
+      }
     });
+    // Cleanup legacy imgs
+    document.querySelectorAll('.ag-card img[src*="robohash"],.ag-card img[src*="dicebear"]').forEach(img => img.remove());
     return true;
   }
   let tries = 0;
   const iv = setInterval(() => {
     tries++;
-    if (swap() || tries > 40) clearInterval(iv);
+    if (refresh() || tries > 40) clearInterval(iv);
   }, 250);
 })();
 </script>
diff --git a/api/agent-avatars-v2.json b/api/agent-avatars-v2.json
index 455f0aa72..e39ee9b03 100644
--- a/api/agent-avatars-v2.json
+++ b/api/agent-avatars-v2.json
@@ -1,1410 +1,6707 @@
 {
   "WEVIA Master": {
     "persona": "master",
-    "emoji": "🤖",
-    "color": "#059669",
-    "role": "lead",
+    "emoji": "👩🏽‍💼",
+    "color": "#6b21a8",
+    "role": "dir",
+    "isGap": true,
+    "archived": null,
     "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=WEVIAMaster"
   },
-  "Claude Opus": {
+  "CEO": {
     "persona": "human",
-    "emoji": "🤖",
-    "color": "#6366f1",
-    "role": "lead",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ClaudeOpus"
+    "emoji": "🤵‍♂️",
+    "color": "#111",
+    "role": "ceo",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CEO"
   },
-  "Director": {
-    "persona": "master",
-    "emoji": "🎬",
-    "color": "#0a3a1a",
-    "role": "lead",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Director"
-  },
-  "CORTEX": {
-    "persona": "human",
-    "emoji": "🧠",
-    "color": "#3b82f6",
-    "role": "lead",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CORTEX"
-  },
-  "Gap Detect": {
-    "persona": "human",
-    "emoji": "🔍",
-    "color": "#3b82f6",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=GapDetect"
-  },
-  "Agent Chef": {
-    "persona": "human",
-    "emoji": "👩‍🍳",
-    "color": "#3b82f6",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AgentChef"
-  },
-  "Proactive": {
-    "persona": "human",
-    "emoji": "🚀",
-    "color": "#3b82f6",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Proactive"
-  },
-  "NonReg": {
-    "persona": "human",
-    "emoji": "🧪",
-    "color": "#10b981",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=NonReg"
-  },
-  "L99 Visual": {
-    "persona": "human",
-    "emoji": "👁",
-    "color": "#10b981",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=L99Visual"
-  },
-  "L99 Dark": {
-    "persona": "human",
-    "emoji": "🌑",
-    "color": "#10b981",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=L99Dark"
-  },
-  "Evolution": {
-    "persona": "human",
-    "emoji": "🦘",
-    "color": "#10b981",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Evolution"
-  },
-  "Dark Tools": {
-    "persona": "human",
-    "emoji": "🛠",
-    "color": "#ef4444",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DarkTools"
-  },
-  "Fiability": {
-    "persona": "human",
-    "emoji": "📊",
-    "color": "#ef4444",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Fiability"
-  },
-  "Paperclip": {
-    "persona": "human",
-    "emoji": "📎",
-    "color": "#f59e0b",
-    "role": "lead",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Paperclip"
-  },
-  "Enterprise": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#f59e0b",
-    "role": "lead",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Enterprise"
-  },
-  "Ethica": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#f59e0b",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Ethica"
-  },
-  "Scanner": {
-    "persona": "human",
-    "emoji": "🔬",
-    "color": "#8b5cf6",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Scanner"
-  },
-  "RND Pipe": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#64748b",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=RNDPipe"
-  },
-  "AutoFix": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#059669",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AutoFix"
-  },
-  "Registry": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#1a0a2a",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Registry"
-  },
-  "Scrum Master Copilot": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ScrumMasterCopilot"
-  },
-  "Product Owner Assistant": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ProductOwnerAssistant"
-  },
-  "SAFe RTE Agent": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SAFeRTEAgent"
-  },
-  "Velocity Tracker": {
-    "persona": "human",
-    "emoji": "🔄",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=VelocityTracker"
-  },
-  "Retrospective Analyzer": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=RetrospectiveAnalyzer"
-  },
-  "Definition of Done Auditor": {
-    "persona": "human",
-    "emoji": "💰",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DefinitionofDoneAuditor"
-  },
-  "Kanban Flow Optimizer": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=KanbanFlowOptimizer"
-  },
-  "DORA Metrics Agent": {
-    "persona": "human",
-    "emoji": "📏",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DORAMetricsAgent"
-  },
-  "OKR Alignment Tracker": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OKRAlignmentTracker"
-  },
-  "Story Point Estimator AI": {
-    "persona": "human",
-    "emoji": "🧠",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=StoryPointEstimatorAI"
-  },
-  "Dependency Mapper": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DependencyMapper"
-  },
-  "Agile Maturity Assessor": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#6366f1",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AgileMaturityAssessor"
-  },
-  "Fast Close Orchestrator": {
-    "persona": "human",
-    "emoji": "🎛",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=FastCloseOrchestrator"
-  },
-  "Cash Flow Predictor AI": {
-    "persona": "human",
-    "emoji": "💵",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CashFlowPredictorAI"
-  },
-  "Budget Variance Watchdog": {
-    "persona": "human",
-    "emoji": "📊",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BudgetVarianceWatchdog"
-  },
-  "Forecast AI": {
-    "persona": "human",
-    "emoji": "🧠",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ForecastAI"
-  },
-  "FX Hedger": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=FXHedger"
-  },
-  "Collection AI Agent": {
-    "persona": "human",
-    "emoji": "🧠",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CollectionAIAgent"
-  },
-  "Dunning Router": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DunningRouter"
-  },
-  "Invoice Auto-Match": {
-    "persona": "human",
-    "emoji": "📄",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=InvoiceAuto-Match"
-  },
-  "Duplicate Payment Detector": {
-    "persona": "human",
-    "emoji": "🔍",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DuplicatePaymentDetector"
-  },
-  "Tax Validator": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=TaxValidator"
-  },
-  "Audit Trail Watcher": {
-    "persona": "human",
-    "emoji": "🧠",
-    "color": "#2563eb",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AuditTrailWatcher"
-  },
-  "Demand Forecast Pro": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#a16207",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DemandForecastPro"
-  },
-  "Stockout Prevention": {
-    "persona": "human",
-    "emoji": "📦",
-    "color": "#a16207",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=StockoutPrevention"
-  },
-  "OTD Optimizer": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#a16207",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OTDOptimizer"
-  },
-  "Supplier Risk Monitor": {
-    "persona": "human",
-    "emoji": "📺",
-    "color": "#a16207",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SupplierRiskMonitor"
-  },
-  "Contract Compliance": {
-    "persona": "human",
-    "emoji": "📝",
-    "color": "#a16207",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ContractCompliance"
-  },
-  "Predictive Maintenance": {
-    "persona": "human",
-    "emoji": "🛠",
-    "color": "#dc2626",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PredictiveMaintenance"
-  },
-  "Takt Time Monitor": {
-    "persona": "human",
-    "emoji": "📺",
-    "color": "#dc2626",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=TaktTimeMonitor"
-  },
-  "CAPA Closer": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#dc2626",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CAPACloser"
-  },
-  "Incident Watcher": {
-    "persona": "human",
-    "emoji": "🔄",
-    "color": "#dc2626",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=IncidentWatcher"
-  },
-  "Patent Scanner": {
-    "persona": "human",
-    "emoji": "🔬",
-    "color": "#dc2626",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PatentScanner"
-  },
-  "PoC Tracker": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#dc2626",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PoCTracker"
-  },
-  "Pipeline Scorer": {
-    "persona": "human",
-    "emoji": "📡",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PipelineScorer"
-  },
-  "Lead Qualifier": {
-    "persona": "human",
-    "emoji": "🎯",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=LeadQualifier"
-  },
-  "CPQ AI": {
-    "persona": "human",
-    "emoji": "🧠",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CPQAI"
-  },
-  "Content Generator": {
-    "persona": "human",
-    "emoji": "📰",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ContentGenerator"
-  },
-  "CAC Optimizer": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CACOptimizer"
-  },
-  "Attribution Modeler": {
-    "persona": "human",
-    "emoji": "🔗",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AttributionModeler"
-  },
-  "Churn Predictor": {
-    "persona": "human",
-    "emoji": "🚪",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ChurnPredictor"
-  },
-  "NPS Analyzer": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#db2777",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=NPSAnalyzer"
-  },
-  "Talent Scout": {
-    "persona": "human",
-    "emoji": "🌟",
-    "color": "#0891b2",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=TalentScout"
-  },
-  "Attrition Predictor": {
-    "persona": "human",
-    "emoji": "👋",
-    "color": "#0891b2",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AttritionPredictor"
-  },
-  "Skills Matcher": {
-    "persona": "human",
-    "emoji": "🧠",
-    "color": "#0891b2",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SkillsMatcher"
-  },
-  "Payroll Accuracy AI": {
-    "persona": "human",
-    "emoji": "💳",
-    "color": "#0891b2",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PayrollAccuracyAI"
-  },
-  "Compliance Checker": {
-    "persona": "human",
-    "emoji": "🧑‍💼",
-    "color": "#0891b2",
-    "role": "agent",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ComplianceChecker"
-  },
-  "DevOps": {
+  "CTO": {
     "persona": "human",
     "emoji": "👨‍💻",
+    "color": "#e94560",
+    "role": "ceo",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CTO"
+  },
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     "color": "#7c3aed",
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     "color": "#10b981",
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     "color": "#10b981",
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-    "color": "#10b981",
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     "persona": "tool",
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-    "color": "#f59e0b",
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     "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=n8n"
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-    "color": "#f59e0b",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=n8nEthica"
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     "persona": "tool",
     "emoji": "🧮",
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     "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Qdrant"
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-    "emoji": "🛠",
-    "color": "#8b5cf6",
-    "role": "service",
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-    "color": "#8b5cf6",
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     "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SearXNG"
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-    "color": "#8b5cf6",
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-    "color": "#8b5cf6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Goose"
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BrainInject"
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-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SkillSmith"
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-    "color": "#8b5cf6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AIOS"
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-    "color": "#8b5cf6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Arena"
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-    "color": "#8b5cf6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Trinity"
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EngineerWEVADS"
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-    "color": "#8b5cf6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MiniMax"
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EWSSender"
   },
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-    "emoji": "🛠",
-    "color": "#8b5cf6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MiMoOmni"
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=GraphSender"
   },
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-    "emoji": "🛠",
-    "color": "#8b5cf6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Resolver"
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=iResponse"
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+    "color": "#ec4899",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=KumoMTA"
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+    "color": "#3b82f6",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PersonaEmail"
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+    "color": "#ec4899",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PMTA"
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+    "emoji": "📬",
+    "color": "#ec4899",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Postfix"
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+    "emoji": "📤",
+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SendController"
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+    "emoji": "⚙️",
+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SendEngine"
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+    "emoji": "🕸️",
+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AdvScrape"
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+    "emoji": "✅",
+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BrainConsent"
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+    "emoji": "👩‍⚕️",
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+    "role": "pha",
+    "isGap": true,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DocSpec"
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+    "emoji": "💊",
+    "color": "#666",
+    "role": "pha",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EngineerEthica"
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+    "role": "pha",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaAPI"
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+    "emoji": "✋",
+    "color": "#666",
+    "role": "pha",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaCons"
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+    "emoji": "✅",
+    "color": "#666",
+    "role": "pha",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaConsent"
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+    "emoji": "🔬",
+    "color": "#666",
+    "role": "pha",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaDrill"
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+    "emoji": "🔍",
+    "color": "#a855f7",
+    "role": "pha",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaScraper"
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+    "color": "#666",
+    "role": "pha",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaSMS"
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaTrack"
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+    "color": "#5a3a10",
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+    "color": "#06b6d4",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=NLExtract"
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AdsCmd"
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+    "emoji": "🎯",
+    "color": "#666",
+    "role": "saas",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AdsPlatf"
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     "persona": "tool",
     "emoji": "🔌",
-    "color": "#8b5cf6",
-    "role": "service",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ArsenalAPI"
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-    "color": "#64748b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Factory"
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+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ArsenalHL"
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     "persona": "tool",
-    "emoji": "🛠",
-    "color": "#64748b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BrowserUse"
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ArsenalUI"
   },
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-    "color": "#64748b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Mattermost"
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CEODash"
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-    "color": "#64748b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Plausible"
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+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=HamidAPI"
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-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MasterAI"
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=HamidBrain"
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-    "color": "#059669",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BladeBridge"
+  "HamidChef": {
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+    "emoji": "👨‍🍳",
+    "color": "#666",
+    "role": "saas",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=HamidChef"
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-    "emoji": "🛠",
-    "color": "#f59e0b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EthicaBot"
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+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=HamidEngine"
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+    "emoji": "🎣",
+    "color": "#14b8a6",
+    "role": "saas",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=LeadForge"
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+  "MailWarm": {
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+    "color": "#14b8a6",
+    "role": "saas",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MailWarm"
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+  "OfferEngine": {
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+    "emoji": "🎁",
+    "color": "#666",
+    "role": "saas",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OfferEngine"
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+    "emoji": "✅",
+    "color": "#666",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OfferQual"
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+    "color": "#14b8a6",
+    "role": "saas",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OutreachAI"
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+  "ProposalAI": {
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+    "emoji": "📄",
+    "color": "#14b8a6",
+    "role": "saas",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ProposalAI"
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+    "emoji": "💳",
+    "color": "#f97316",
+    "role": "saas",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Stripe"
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+  "YouTubeChan": {
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+    "emoji": "📺",
+    "color": "#666",
+    "role": "saas",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=YouTubeChan"
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+  "YouTubeFact": {
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+    "emoji": "🎬",
+    "color": "#666",
+    "role": "saas",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=YouTubeFact"
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+  "YTChannels": {
+    "persona": "tool",
+    "emoji": "📡",
+    "color": "#666",
+    "role": "saas",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=YTChannels"
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+  "YTFactory": {
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+    "emoji": "📺",
+    "color": "#666",
+    "role": "saas",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=YTFactory"
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+  "YTTrends": {
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+    "emoji": "📈",
+    "color": "#666",
+    "role": "saas",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=YTTrends"
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+    "emoji": "🎮",
+    "color": "#666",
+    "role": "ai",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BladeGLM5"
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+    "emoji": "📊",
+    "color": "#666",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BrainAnlz"
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+    "emoji": "🎨",
+    "color": "#666",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BrainCreat"
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+    "emoji": "🌱",
+    "color": "#666",
+    "role": "ai",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BrainTrack"
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+  "BrainTrain": {
+    "persona": "tool",
+    "emoji": "🏋️",
+    "color": "#666",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BrainTrain"
   },
   "Cerebras": {
     "persona": "tool",
-    "emoji": "🧠",
+    "emoji": "🧮",
     "color": "#8b5cf6",
-    "role": "service",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
     "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Cerebras"
   },
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     "persona": "tool",
-    "emoji": "🔬",
+    "emoji": "💾",
     "color": "#3b82f6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ArchScan"
+    "role": "ai",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DataEngineer"
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-    "emoji": "🛠",
-    "color": "#3b82f6",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Dispatcher"
+  "DeepAgent": {
+    "persona": "human",
+    "emoji": "🕵️",
+    "color": "#a1a1aa",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DeepAgent"
   },
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-    "emoji": "👨‍💻",
-    "color": "#7c3aed",
-    "role": "service",
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-    "color": "#f59e0b",
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-    "color": "#2563eb",
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-    "color": "#dc2626",
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-    "color": "#dc2626",
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-    "color": "#dc2626",
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-    "color": "#64748b",
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-    "color": "#64748b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Fail2Ban"
+    "emoji": "♊",
+    "color": "#f97316",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Gemini"
   },
   "Groq": {
     "persona": "tool",
-    "emoji": "🚀",
-    "color": "#64748b",
-    "role": "service",
+    "emoji": "⚡",
+    "color": "#8b5cf6",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
     "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Groq"
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-    "color": "#64748b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=L99Pilot"
+  "SambaNova": {
+    "persona": "human",
+    "emoji": "👤",
+    "color": "#1a1a1a",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SambaNova"
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-    "emoji": "🛠",
-    "color": "#64748b",
-    "role": "service",
-    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MasterRouter"
+  "DeepSeek": {
+    "persona": "human",
+    "emoji": "👤",
+    "color": "#2a3a8a",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DeepSeek"
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+    "emoji": "🏠",
+    "color": "#8b5cf6",
+    "role": "ai",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=Ollama"
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+    "emoji": "📊",
+    "color": "#666",
+    "role": "ops",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PersonaData"
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+    "emoji": "🐙",
+    "color": "#666",
+    "role": "ai",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=S151OpenClaw"
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+    "emoji": "📋",
+    "color": "#6366f1",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ClaudeSync"
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+  "Cog-Analysis": {
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+    "emoji": "📊",
+    "color": "#7c3aed",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogAnalysis"
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+  "Cog-Creative": {
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+    "emoji": "🎨",
+    "color": "#666",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogCreative"
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+  "Cog-Documents": {
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+    "emoji": "📝",
+    "color": "#6366f1",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogDocuments"
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+  "Cog-Expansion": {
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+    "emoji": "💡",
+    "color": "#6366f1",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogExpansion"
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+    "emoji": "💎",
+    "color": "#6366f1",
+    "role": "wevia",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogOpus46"
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+  "Cog-Reasoning": {
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+    "emoji": "🧐",
+    "color": "#6366f1",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogReasoning"
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+  "Cog-Strategy": {
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+    "emoji": "🎯",
+    "color": "#7c3aed",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogStrategy"
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+    "emoji": "🧠",
+    "color": "#666",
+    "role": "wevia",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogBrain"
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+  "CogExpand": {
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+    "emoji": "💡",
+    "color": "#666",
+    "role": "wevia",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CogExpand"
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+    "emoji": "🎮",
+    "color": "#6366f1",
+    "role": "wevia",
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+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=L99"
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+    "emoji": "📊",
+    "color": "#6366f1",
+    "role": "wevia",
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+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SoDContinuousAgent"
+  },
+  "Predictive Maintenance AI": {
+    "persona": "human",
+    "emoji": "👨‍🔧",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PredictiveMaintenanceAI"
+  },
+  "OEE Live Agent": {
+    "persona": "human",
+    "emoji": "👨🏽‍💼",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OEELiveAgent"
+  },
+  "Quality SPC AI Real-time": {
+    "persona": "human",
+    "emoji": "👩‍🔬",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=QualitySPCAIRealtime"
+  },
+  "TOC Bottleneck Optimizer": {
+    "persona": "human",
+    "emoji": "👨🏿‍💼",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=TOCBottleneckOptimizer"
+  },
+  "21CFR Audit Trail Agent": {
+    "persona": "human",
+    "emoji": "👮‍♀️",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=21CFRAuditTrailAgent"
+  },
+  "ABL Migration Agent": {
+    "persona": "tool",
+    "emoji": "🔄",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ABLMigrationAgent"
+  },
+  "EDI Onboarding Agent": {
+    "persona": "tool",
+    "emoji": "🤝",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=EDIOnboardingAgent"
+  },
+  "UX Wrapper Agent": {
+    "persona": "tool",
+    "emoji": "🎨",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=UXWrapperAgent"
+  },
+  "QAD Extension Governance": {
+    "persona": "tool",
+    "emoji": "🏛️",
+    "color": "#ca8a04",
+    "role": "mfg",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=QADExtensionGovernance"
+  },
+  "Stockout Predictor ML": {
+    "persona": "human",
+    "emoji": "👨🏽‍💼",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=StockoutPredictorML"
+  },
+  "Inventory Optimizer AI": {
+    "persona": "human",
+    "emoji": "👩🏿‍💼",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=InventoryOptimizerAI"
+  },
+  "Vendor Fraud Detective": {
+    "persona": "human",
+    "emoji": "🕵️",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=VendorFraudDetective"
+  },
+  "Tail Spend Analyzer": {
+    "persona": "human",
+    "emoji": "👨🏼‍💼",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=TailSpendAnalyzer"
+  },
+  "Supplier Risk Monitor": {
+    "persona": "human",
+    "emoji": "👮‍♀️",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SupplierRiskMonitor"
+  },
+  "IC Elimination Agent": {
+    "persona": "tool",
+    "emoji": "🔄",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ICEliminationAgent"
+  },
+  "Odoo Upgrade Shield": {
+    "persona": "tool",
+    "emoji": "🛡️",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OdooUpgradeShield"
+  },
+  "Acumatica Live BI Agent": {
+    "persona": "tool",
+    "emoji": "📡",
+    "color": "#7e22ce",
+    "role": "sup",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AcumaticaLiveBIAgent"
   },
   "Churn Prediction Agent": {
     "persona": "tool",
-    "emoji": "🚪",
-    "color": "#22d3ee",
-    "role": "mitigation-commerce",
-    "mitigation": true,
-    "status": "ACTIVE"
+    "emoji": "🤖",
+    "color": "#be123c",
+    "role": "sal",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ChurnPredictionAgent"
   },
-  "SoD Review Agent": {
+  "Next Best Action Agent": {
     "persona": "tool",
-    "emoji": "🔐",
-    "color": "#22d3ee",
-    "role": "mitigation-security",
-    "mitigation": true,
-    "status": "ACTIVE"
+    "emoji": "🤖",
+    "color": "#be123c",
+    "role": "sal",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=NextBestActionAgent"
   },
-  "Single Source Risk Agent": {
+  "Veeva NBA Accelerator": {
     "persona": "tool",
-    "emoji": "🚨",
-    "color": "#22d3ee",
-    "role": "mitigation-direction",
-    "mitigation": true,
-    "status": "ACTIVE"
+    "emoji": "🤖",
+    "color": "#be123c",
+    "role": "sal",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=VeevaNBAAccelerator"
   },
-  "Vendor Performance Agent": {
+  "MQL Scoring AI": {
     "persona": "tool",
-    "emoji": "🏪",
-    "color": "#22d3ee",
-    "role": "mitigation-procurement",
-    "mitigation": true,
-    "status": "ACTIVE"
+    "emoji": "🤖",
+    "color": "#be123c",
+    "role": "sal",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MQLScoringAI"
   },
-  "CV Matcher Pro Agent": {
+  "Pipeline Reality Agent": {
     "persona": "tool",
-    "emoji": "📋",
-    "color": "#22d3ee",
-    "role": "mitigation-hr",
-    "mitigation": true,
-    "status": "ACTIVE"
+    "emoji": "🤖",
+    "color": "#be123c",
+    "role": "sal",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PipelineRealityAgent"
   },
-  "MTTR Tracker Agent": {
+  "Quote AI Generator": {
     "persona": "tool",
-    "emoji": "⏱",
-    "color": "#22d3ee",
-    "role": "mitigation-operations",
-    "mitigation": true,
-    "status": "ACTIVE"
+    "emoji": "🤖",
+    "color": "#be123c",
+    "role": "sal",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=QuoteAIGenerator"
+  },
+  "AL Extension Regression Agent": {
+    "persona": "tool",
+    "emoji": "🤖",
+    "color": "#be123c",
+    "role": "sal",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ALExtensionRegressionAgent"
+  },
+  "Utilization Optimizer": {
+    "persona": "human",
+    "emoji": "👨🏼‍💼",
+    "color": "#0f766e",
+    "role": "hr",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=UtilizationOptimizer"
+  },
+  "Attrition Predictor": {
+    "persona": "human",
+    "emoji": "👩🏿‍💼",
+    "color": "#0f766e",
+    "role": "hr",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AttritionPredictor"
+  },
+  "CV Matcher Pro": {
+    "persona": "human",
+    "emoji": "👩🏻‍💼",
+    "color": "#0f766e",
+    "role": "hr",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CVMatcherPro"
+  },
+  "Payroll Verifier AI": {
+    "persona": "human",
+    "emoji": "👨🏿‍💼",
+    "color": "#0f766e",
+    "role": "hr",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=PayrollVerifierAI"
+  },
+  "Catalog Builder Agent": {
+    "persona": "tool",
+    "emoji": "📚",
+    "color": "#0f766e",
+    "role": "hr",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CatalogBuilderAgent"
+  },
+  "Multi-Touch Attribution": {
+    "persona": "human",
+    "emoji": "👨🏻‍💼",
+    "color": "#be185d",
+    "role": "mkt",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MultiTouchAttribution"
+  },
+  "Content AI Personalized": {
+    "persona": "human",
+    "emoji": "👩🏽‍🎨",
+    "color": "#be185d",
+    "role": "mkt",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ContentAIPersonalized"
+  },
+  "Deliverability WEVADS": {
+    "persona": "human",
+    "emoji": "👨🏿‍💼",
+    "color": "#be185d",
+    "role": "mkt",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DeliverabilityWEVADS"
+  },
+  "Incident AI Responder": {
+    "persona": "tool",
+    "emoji": "🤖",
+    "color": "#1d4ed8",
+    "role": "ops",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=IncidentAIResponder"
+  },
+  "Integration Health Agent": {
+    "persona": "tool",
+    "emoji": "🤖",
+    "color": "#1d4ed8",
+    "role": "ops",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=IntegrationHealthAgent"
+  },
+  "AML Smart Filter": {
+    "persona": "human",
+    "emoji": "🕵️",
+    "color": "#d97706",
+    "role": "dir",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=AMLSmartFilter"
+  },
+  "Vault Quality AI": {
+    "persona": "human",
+    "emoji": "👨‍💼",
+    "color": "#d97706",
+    "role": "dir",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=VaultQualityAI"
+  },
+  "MDM Continuous Quality": {
+    "persona": "human",
+    "emoji": "👨🏼‍💼",
+    "color": "#d97706",
+    "role": "dir",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MDMContinuousQuality"
+  },
+  "DD M&A Analyst": {
+    "persona": "tool",
+    "emoji": "👔",
+    "color": "#d97706",
+    "role": "dir",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DDMAAnalyst"
+  },
+  "Board Report Generator": {
+    "persona": "human",
+    "emoji": "👨‍💼",
+    "color": "#d97706",
+    "role": "dir",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BoardReportGenerator"
   },
   "OKR Tracker Agent": {
+    "persona": "human",
+    "emoji": "👩🏽‍💼",
+    "color": "#d97706",
+    "role": "dir",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OKRTrackerAgent"
+  },
+  "T24 Batch Orchestrator": {
+    "persona": "human",
+    "emoji": "👨🏿‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=T24BatchOrchestrator"
+  },
+  "Collection AI Agent": {
+    "persona": "human",
+    "emoji": "👩🏽‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CollectionAIAgent"
+  },
+  "Cash Flow Predictor AI": {
+    "persona": "human",
+    "emoji": "👨🏼‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CashFlowPredictorAI"
+  },
+  "Fraud Detection Finance": {
+    "persona": "human",
+    "emoji": "🕵️",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=FraudDetectionFinance"
+  },
+  "Budget Variance Watchdog": {
+    "persona": "human",
+    "emoji": "👨🏻‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BudgetVarianceWatchdog"
+  },
+  "Multi-Entity Consolidator": {
+    "persona": "human",
+    "emoji": "👩🏾‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MultiEntityConsolidator"
+  },
+  "Fast Close Orchestrator": {
+    "persona": "human",
+    "emoji": "👨🏽‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=FastCloseOrchestrator"
+  },
+  "DCAA Compliance Agent": {
+    "persona": "tool",
+    "emoji": "📜",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=DCAAComplianceAgent"
+  },
+  "OIC Accelerator": {
+    "persona": "tool",
+    "emoji": "🚀",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=OICAccelerator"
+  },
+  "NetSuite Customization": {
+    "persona": "tool",
+    "emoji": "⚙️",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=NetSuiteCustomization"
+  },
+  "CMDB Enrichment Agent": {
+    "persona": "tool",
+    "emoji": "🗂️",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=CMDBEnrichmentAgent"
+  },
+  "ASC606 Automation": {
+    "persona": "human",
+    "emoji": "👨🏿‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ASC606Automation"
+  },
+  "BC Performance Accelerator": {
     "persona": "tool",
     "emoji": "🎯",
-    "color": "#22d3ee",
-    "role": "mitigation-direction",
-    "mitigation": true,
-    "status": "ACTIVE"
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=BCPerformanceAccelerator"
+  },
+  "Cloture FR Agent": {
+    "persona": "human",
+    "emoji": "👩🏻‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ClotureFRAgent"
+  },
+  "SMB Analytics Modernizer": {
+    "persona": "human",
+    "emoji": "👩🏿‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=SMBAnalyticsModernizer"
+  },
+  "ISV Resilience Agent": {
+    "persona": "tool",
+    "emoji": "🛡️",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=ISVResilienceAgent"
+  },
+  "Multi-Entity Consolidator SMB": {
+    "persona": "human",
+    "emoji": "👨🏼‍💼",
+    "color": "#0891b2",
+    "role": "fin",
+    "isGap": false,
+    "archived": null,
+    "url": "https://api.dicebear.com/9.x/adventurer/svg?seed=MultiEntityConsolidatorSMB"
   }
 }
\ No newline at end of file
diff --git a/api/biz-scenario-latest.json b/api/biz-scenario-latest.json
index 1eea18d36..3c3431c2c 100644
--- a/api/biz-scenario-latest.json
+++ b/api/biz-scenario-latest.json
@@ -1,12 +1,12 @@
 {
   "test": "biz-scenario-v9.29-extended",
-  "timestamp": "2026-04-20T21-26-44",
+  "timestamp": "2026-04-20T22-05-40",
   "pages": [
     {
       "name": "wtp",
       "url": "https://weval-consulting.com/weval-technology-platform.html?dev=1",
       "ok": true,
-      "ms": 5772,
+      "ms": 5665,
       "http": 200,
       "final_url": "https://weval-consulting.com/weval-technology-platform.html?dev=1",
       "found": [
@@ -15,13 +15,13 @@
         "Accueil",
         "NR "
       ],
-      "content_size": 313167
+      "content_size": 508557
     },
     {
       "name": "erp-gap-fill",
       "url": "https://weval-consulting.com/erp-gap-fill-offer.html?dev=1",
       "ok": true,
-      "ms": 3857,
+      "ms": 3873,
       "http": 200,
       "final_url": "https://weval-consulting.com/erp-gap-fill-offer.html?dev=1",
       "found": [
@@ -36,7 +36,7 @@
       "name": "infra-tour",
       "url": "https://weval-consulting.com/infra-tour-2s-5c-blade.html?dev=1",
       "ok": true,
-      "ms": 3193,
+      "ms": 3175,
       "http": 200,
       "final_url": "https://weval-consulting.com/infra-tour-2s-5c-blade.html?dev=1",
       "found": [
@@ -51,7 +51,7 @@
       "name": "wevia-master",
       "url": "https://weval-consulting.com/wevia-master.html?dev=1",
       "ok": true,
-      "ms": 3660,
+      "ms": 3652,
       "http": 200,
       "final_url": "https://weval-consulting.com/login?r=/wevia-master.html?dev=1",
       "found": [
@@ -64,7 +64,7 @@
       "name": "ethica-hub",
       "url": "https://weval-consulting.com/ethica-hub.html?dev=1",
       "ok": true,
-      "ms": 3868,
+      "ms": 3793,
       "http": 200,
       "final_url": "https://weval-consulting.com/ethica-hub.html?dev=1",
       "found": [
@@ -73,13 +73,13 @@
         "161",
         "51K"
       ],
-      "content_size": 32826
+      "content_size": 32802
     },
     {
       "name": "enterprise-model",
       "url": "https://weval-consulting.com/enterprise-model.html?dev=1",
       "ok": true,
-      "ms": 4141,
+      "ms": 4128,
       "http": 200,
       "final_url": "https://weval-consulting.com/login?r=/enterprise-model.html?dev=1",
       "found": [
@@ -92,7 +92,7 @@
       "name": "growth-engine",
       "url": "https://weval-consulting.com/growth-engine-v2.html?dev=1",
       "ok": true,
-      "ms": 5170,
+      "ms": 5185,
       "http": 200,
       "final_url": "https://weval-consulting.com/login?r=/growth-engine-v2.html?dev=1",
       "found": [
@@ -109,7 +109,7 @@
       "name": "agents-archi",
       "url": "https://weval-consulting.com/agents-archi.html?dev=1",
       "ok": true,
-      "ms": 5137,
+      "ms": 5090,
       "http": 200,
       "final_url": "https://weval-consulting.com/login?r=/agents-archi.html?dev=1",
       "found": [
@@ -120,21 +120,21 @@
       "content_size": 3843
     }
   ],
-  "video": "/var/www/html/videos/biz-scenario-2026-04-20T21-26-44.webm",
+  "video": "/var/www/html/videos/biz-scenario-2026-04-20T22-05-40.webm",
   "screenshots": [
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-wtp.png",
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-erp-gap-fill.png",
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-infra-tour.png",
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-wevia-master.png",
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-ethica-hub.png",
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-enterprise-model.png",
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-growth-engine.png",
-    "/var/www/html/screenshots/biz-2026-04-20T21-26-44-agents-archi.png"
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-wtp.png",
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-erp-gap-fill.png",
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-infra-tour.png",
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-wevia-master.png",
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-ethica-hub.png",
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-enterprise-model.png",
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-growth-engine.png",
+    "/var/www/html/screenshots/biz-2026-04-20T22-05-40-agents-archi.png"
   ],
-  "duration_ms": 35594,
+  "duration_ms": 34946,
   "status": "100%",
   "pass": 8,
   "total": 8,
   "pct": 100,
-  "video_size": 1802908
+  "video_size": 1921722
 }
\ No newline at end of file
diff --git a/api/em-kpi-cache.json b/api/em-kpi-cache.json
index 9846db226..e69de29bb 100644
--- a/api/em-kpi-cache.json
+++ b/api/em-kpi-cache.json
@@ -1,281 +0,0 @@
-{
-    "ts": "2026-04-20T22:05:01+00:00",
-    "server": "s204",
-    "s204": {
-        "load": 10.01,
-        "uptime": "2026-04-14 11:51:24",
-        "ram_total_mb": 31335,
-        "ram_used_mb": 14753,
-        "ram_free_mb": 16581,
-        "disk_total": "150G",
-        "disk_used": "113G",
-        "disk_free": "32G",
-        "disk_pct": "79%",
-        "fpm_workers": 120,
-        "docker_containers": 19,
-        "cpu_cores": 8
-    },
-    "s95": {
-        "load": 0.03,
-        "disk_pct": "82%",
-        "status": "UP",
-        "ram_total_mb": 15610,
-        "ram_free_mb": 12028
-    },
-    "pmta": [
-        {
-            "name": "SER6",
-            "ip": "110.239.84.121",
-            "status": "DOWN"
-        },
-        {
-            "name": "SER7",
-            "ip": "110.239.65.64",
-            "status": "DOWN"
-        },
-        {
-            "name": "SER8",
-            "ip": "182.160.55.107",
-            "status": "DOWN"
-        },
-        {
-            "name": "SER9",
-            "ip": "110.239.86.68",
-            "status": "DOWN"
-        }
-    ],
-    "assets": {
-        "html_pages": 292,
-        "php_apis": 762,
-        "wiki_entries": 1861,
-        "vault_doctrines": 59,
-        "vault_sessions": 104,
-        "vault_decisions": 12
-    },
-    "tools": {
-        "total": 627,
-        "registry_version": "?"
-    },
-    "sovereign": {
-        "status": "UP",
-        "providers": [
-            "Cerebras-fast",
-            "Cerebras-think",
-            "Groq",
-            "Cloudflare-AI",
-            "Gemini",
-            "SambaNova",
-            "NVIDIA-NIM",
-            "Mistral",
-            "Groq-OSS",
-            "HF-Space",
-            "HF-Router",
-            "OpenRouter",
-            "GitHub-Models"
-        ],
-        "active": 13,
-        "total": 13,
-        "primary": "Cerebras-fast",
-        "cost": "0€"
-    },
-    "ethica": {
-        "total_hcps": 161730,
-        "with_email": 110546,
-        "with_phone": 155145,
-        "gap_email": 51184,
-        "pct_email": 68.4,
-        "pct_phone": 95.9,
-        "by_country": [
-            {
-                "country": "DZ",
-                "hcps": 122337,
-                "with_email": 78457,
-                "with_tel": 119394,
-                "pct_email": 64.1,
-                "pct_tel": 97.6
-            },
-            {
-                "country": "MA",
-                "hcps": 19720,
-                "with_email": 15071,
-                "with_tel": 18733,
-                "pct_email": 76.4,
-                "pct_tel": 95
-            },
-            {
-                "country": "TN",
-                "hcps": 17794,
-                "with_email": 15139,
-                "with_tel": 17018,
-                "pct_email": 85.1,
-                "pct_tel": 95.6
-            },
-            {
-                "country": "INTL",
-                "hcps": 1879,
-                "with_email": 1879,
-                "with_tel": 0,
-                "pct_email": 100,
-                "pct_tel": 0
-            }
-        ]
-    },
-    "docker": [
-        {
-            "name": "loki",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "listmonk",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-1",
-            "status": "Up 3 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-db-1",
-            "status": "Up 3 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-events-db-1",
-            "status": "Up 3 days",
-            "ports": ""
-        },
-        {
-            "name": "n8n-docker-n8n-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "mattermost-docker-mm-db-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "mattermost-docker-mattermost-1",
-            "status": "Up 4 days (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "twenty",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "twenty-redis",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "langfuse",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "redis-weval",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "gitea",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "node-exporter",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "prometheus",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "searxng",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "uptime-kuma",
-            "status": "Up 22 hours (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "vaultwarden",
-            "status": "Up 6 days (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "qdrant",
-            "status": "Up 6 days",
-            "ports": ""
-        }
-    ],
-    "crons": {
-        "active": 35
-    },
-    "git": {
-        "head": "85e7dcd2d AUTO-BACKUP 20260421-0005",
-        "dirty": 1,
-        "status": "DIRTY"
-    },
-    "nonreg": {
-        "total": 153,
-        "passed": 153,
-        "score": "100%"
-    },
-    "services": [
-        {
-            "name": "DeerFlow",
-            "port": 3002,
-            "status": "UP"
-        },
-        {
-            "name": "DeerFlow API",
-            "port": 8001,
-            "status": "UP"
-        },
-        {
-            "name": "Qdrant",
-            "port": 6333,
-            "status": "UP"
-        },
-        {
-            "name": "Ollama",
-            "port": 11434,
-            "status": "UP"
-        },
-        {
-            "name": "Redis",
-            "port": 6379,
-            "status": "UP"
-        },
-        {
-            "name": "Sovereign",
-            "port": 4000,
-            "status": "UP"
-        },
-        {
-            "name": "SearXNG",
-            "port": 8080,
-            "status": "UP"
-        }
-    ],
-    "whisper": {
-        "binary": "COMPILED",
-        "model": "142MB"
-    },
-    "grand_total": 3620,
-    "health": {
-        "score": 4,
-        "max": 6,
-        "pct": 67
-    },
-    "elapsed_ms": 11835
-}
\ No newline at end of file
diff --git a/api/v83-business-kpi-latest.json b/api/v83-business-kpi-latest.json
index a73608d21..53e038549 100644
--- a/api/v83-business-kpi-latest.json
+++ b/api/v83-business-kpi-latest.json
@@ -1,7 +1,7 @@
 {
     "ok": true,
     "version": "V83-business-kpi",
-    "ts": "2026-04-20T22:05:34+00:00",
+    "ts": "2026-04-20T22:08:02+00:00",
     "summary": {
         "total_categories": 7,
         "total_kpis": 56,