auto-sync-2345

auto-sync via WEVIA git_sync_all intent 2026-04-21T23:41:20+02:00
auto-sync-2340
2026-04-21 23:45:02 +02:00 · 2026-04-21 23:41:20 +02:00 · 2026-04-21 23:40:02 +02:00 · 2026-04-21 23:39:59 +02:00 · 2026-04-21 23:35:01 +02:00 · 2026-04-21 23:33:19 +02:00
168 changed files with 5021 additions and 548 deletions
--- a/all-ia-hub.html
+++ b/all-ia-hub.html
@@ -89,8 +89,18 @@ body.light #theme-toggle::before{content:"\263D"}
 /* V142-FOOTER-STRIP: body padding to prevent footer overlap */
 body{padding-bottom:26px}
 </style>
+    <link rel="stylesheet" href="/css/wevia-portal-consistency.css">
 </head>
 <body>
+<div class="wevia-portal-banner">
+  <span class="wevia-portal-banner-label">🌐 WEVIA ECOSYSTEM</span>
+  <a href="/all-ia-hub.html" data-portal="hub" class="wevia-portal-banner-link wevia-current">🧠 All-IA Hub</a>
+  <a href="/wevia-master.html" data-portal="master" class="wevia-portal-banner-link">🤖 WEVIA Master</a>
+  <a href="/wevia-orchestrator.html" data-portal="arena" class="wevia-portal-banner-link">🎭 Arena Orchestrator</a>
+  <a href="/weval-technology-platform.html" data-portal="wtp" class="wevia-portal-banner-link">🧭 WTP Hub</a>
+  <span class="wevia-portal-badge-wave">WAVE 221</span>
+</div>
+
 <!-- BETON-DOCTRINE-101 dual-dummy (entry point) -->
 <div id="weval-global-logout" style="display:none!important;visibility:hidden!important" aria-hidden="true" data-beton-101="dummy-to-block-auto-injection"></div>
 <a id="weval-gl" href="#" style="display:none!important;visibility:hidden!important" aria-hidden="true" data-beton-101="dummy-to-block-auto-injection" tabindex="-1"></a>
@@ -1324,5 +1334,6 @@ setInterval(refreshStats,60000);
  <span style="margin-left:auto;color:#00d4b4;font-size:9px"><a href="/wevia-unified-hub.html" style="color:inherit;text-decoration:none" title="Truth Hub">Truth &rarr;</a></span>
 </div>
 <script>(function(){var p=window.location.pathname;var pub=["/","/index.html","/wevia.html","/wevia-widget.html","/enterprise-model.html","/wevia","/login","/register.html","/agents-archi.html","/wevia-meeting-rooms.html","/director-center.html","/director-chat.html","/l99-brain.html","/agents-fleet.html","/value-streaming.html","/architecture.html","/openclaw.html","/l99-saas.html","/admin-saas.html","/agents-goodjob.html","/ai-benchmark.html","/oss-discovery.html","/paperclip.html","/agents-3d.html","/agents-alive.html","/agents-enterprise.html","/agents-hd.html","/agents-iso3d.html","/agents-sim.html","/agents-valuechain.html","/avatar-picker.html"];var isPub=pub.indexOf(p)>=0||p.indexOf("/products/")===0||p.indexOf("/solutions/")===0||p.indexOf("/blog/")===0||p.indexOf("/service/")===0||p.indexOf("/marketplace")===0||p.indexOf("/contact")===0||p.indexOf("/tarifs")===0||p.indexOf("/news")===0;if(isPub||document.getElementById("weval-gl"))return;var a=document.createElement("a");a.id="weval-gl";a.href="/logout";a.textContent="Logout";a.style.cssText="position:fixed;top:10px;right:12px;z-index:99990;padding:5px 10px;background:rgba(30,30,50,0.7);color:rgba(200,210,230,0.8);border:1px solid rgba(100,100,140,0.3);border-radius:6px;font:500 11px system-ui,sans-serif;text-decoration:none;opacity:0.6;cursor:pointer;backdrop-filter:blur(6px);transition:all .15s";a.onmouseover=function(){this.style.opacity="1";this.style.background="rgba(239,68,68,0.85)";this.style.color="white"};a.onmouseout=function(){this.style.opacity="0.6";this.style.background="rgba(30,30,50,0.7)";this.style.color="rgba(200,210,230,0.8)"};document.body.appendChild(a)})()</script><script src="/opus-antioverlap-doctrine.js?v=1776776094" defer></script>
+<script src="/api/weval-feature-tracker.js" defer></script>
 </body>
 </html>
--- a/api/agent-disk-monitor.json
+++ b/api/agent-disk-monitor.json
@@ -1,10 +1,10 @@
 {
  "agent": "V41_Disk_Monitor",
-  "ts": "2026-04-21T22:30:01+02:00",
-  "disk_pct": 82,
-  "disk_free_gb": 27,
+  "ts": "2026-04-21T23:30:02+02:00",
+  "disk_pct": 83,
+  "disk_free_gb": 26,
  "growth_per_day_gb": 1.5,
-  "runway_days": 18,
+  "runway_days": 17,
  "alert": "WARN_runway_under_30d",
  "action_auto_if_under_7d": "trigger_hetzner_volume_extension_api",
  "hetzner_volume_size_gb_recommended": 500,
--- a/api/agent-escalation.json
+++ b/api/agent-escalation.json
@@ -1,6 +1,6 @@
 {
  "agent": "V41_Risk_Escalation",
-  "ts": "2026-04-21T22:45:03+02:00",
+  "ts": "2026-04-21T23:30:03+02:00",
  "dg_alerts_active": 7,
  "wevia_life_stats_preview": "{
    "ok": true,
--- a/api/agent-feature-tracker.json
+++ b/api/agent-feature-tracker.json
@@ -1,12 +1,12 @@
 {
  "agent": "V41_Feature_Adoption_Tracker",
-  "ts": "2026-04-21T22:00:02+02:00",
+  "ts": "2026-04-21T23:00:02+02:00",
  "features_tracked": 15,
-  "features_used_24h": 9,
-  "adoption_pct": 60,
-  "chat_queries_last_1k_log": 0,
-  "wtp_views_last_1k_log": 0,
-  "dg_views_last_1k_log": 0,
+  "features_used_24h": 12,
+  "adoption_pct": 80,
+  "chat_queries_last_1k_log": 10,
+  "wtp_views_last_1k_log": 130,
+  "dg_views_last_1k_log": 3,
  "skill_runs_last_1k_log": 0,
  "recommendation": "UX onboarding tour for unused features",
  "cron_schedule": "hourly",
--- a/api/agent-leads-sync.json
+++ b/api/agent-leads-sync.json
@@ -1,6 +1,6 @@
 {
  "agent": "V45_Leads_Sync",
-  "ts": "2026-04-21T22:50:03+02:00",
+  "ts": "2026-04-21T23:40:02+02:00",
  "paperclip_total": 48,
  "active_customer": 4,
  "warm_prospect": 5,
--- a/api/agent-mql-scores.json
+++ b/api/agent-mql-scores.json
@@ -1,6 +1,6 @@
 {
  "agent": "V41_MQL_Scoring",
-  "ts": "2026-04-21T22:00:03+02:00",
+  "ts": "2026-04-21T23:00:03+02:00",
  "leads_total": 48,
  "mql_current": 16,
  "sql_current": 6,
--- a/api/agent-risk-monitor.json
+++ b/api/agent-risk-monitor.json
@@ -1,11 +1,11 @@
 {
  "agent": "V54_Risk_Monitor_Live",
-  "ts": "2026-04-21T22:30:02+02:00",
+  "ts": "2026-04-21T23:30:04+02:00",
  "critical_risks": {
    "RW01_pipeline_vide": {
      "pipeline_keur": 0,
-      "mql_auto": 17,
-      "residual_risk_pct": 83,
+      "mql_auto": 20,
+      "residual_risk_pct": 80,
      "trend": "mitigation_V42_V45_active"
    },
    "RW02_dependance_ethica": {
@@ -22,7 +22,7 @@
    },
    "RW12_burnout": {
      "agents_cron_active": 15,
-      "load_5min": "3.98",
+      "load_5min": "8.78",
      "automation_coverage_pct": 70,
      "residual_risk_pct": 60,
      "trend": "V52_goldratt_options_active"
--- a/api/ai-gap-cache.json
+++ b/api/ai-gap-cache.json
@@ -3,20 +3,87 @@
  "total_gaps": 8,
  "gaps": {
    "pdf_report": {
-      "current_score": 47,
-      "gap": 43,
-      "priority": "critical",
-      "candidates": []
+      "current_score": 63,
+      "gap": 27,
+      "priority": "high",
+      "candidates": [
+        {
+          "name": "reportlab",
+          "full_name": "reportlab/reportlab",
+          "stars": 2000,
+          "description": "Python PDF generation library \u00b7 pure Python, no system deps",
+          "installed": true,
+          "installed_at": "2026-04-21T23:31:44.984797"
+        },
+        {
+          "name": "pypdf2",
+          "full_name": "py-pdf/pypdf",
+          "stars": 9000,
+          "description": "PDF manipulation Python library",
+          "installed": true,
+          "installed_at": "2026-04-21T23:31:44.984807"
+        },
+        {
+          "name": "weasyprint",
+          "full_name": "Kozea/WeasyPrint",
+          "stars": 7500,
+          "description": "HTML to PDF with CSS \u00b7 rich layouts",
+          "installed": true,
+          "installed_at": "2026-04-21T23:43:33.502172"
+        },
+        {
+          "name": "gotenberg",
+          "full_name": "gotenberg/gotenberg",
+          "stars": 10500,
+          "description": "Docker-based PDF/OCR API server",
+          "installed": false
+        },
+        {
+          "name": "jsreport",
+          "full_name": "jsreport/jsreport",
+          "stars": 4200,
+          "description": "JavaScript reporting engine with templates",
+          "installed": false
+        }
+      ],
+      "previous_score": 55,
+      "bump_reason": "WeasyPrint installed +8"
    },
    "proposal": {
-      "current_score": 47,
-      "gap": 43,
+      "current_score": 51,
+      "gap": 39,
      "priority": "critical",
-      "candidates": []
+      "candidates": [
+        {
+          "name": "docuseal",
+          "full_name": "docusealco/docuseal",
+          "stars": 7800,
+          "description": "Open source DocuSign alternative \u00b7 electronic signatures + proposals",
+          "installed": false
+        },
+        {
+          "name": "pdfme",
+          "full_name": "pdfme/pdfme",
+          "stars": 3200,
+          "description": "Free PDF template designer + generator",
+          "installed": false
+        },
+        {
+          "name": "reportlab",
+          "full_name": "reportlab/reportlab",
+          "stars": 2000,
+          "description": "Python PDF gen - reusable for proposal templates",
+          "installed": true,
+          "installed_at": "2026-04-21T23:31:44.984810",
+          "shared_with": "pdf_report"
+        }
+      ],
+      "previous_score": 47,
+      "bump_reason": "1 OSS installed (shared): reportlab (+4)"
    },
    "code": {
-      "current_score": 59,
-      "gap": 31,
+      "current_score": 67,
+      "gap": 23,
      "priority": "high",
      "candidates": [
        {
@@ -25,7 +92,9 @@
          "stars": 4329,
          "description": "StarVector is a foundation model for SVG generation that transforms vectorization into a code genera",
          "url": "https://github.com/joanrod/star-vector",
-          "language": "Python"
+          "language": "Python",
+          "installed": true,
+          "installed_at": "2026-04-21T23:23:06.309352"
        },
        {
          "name": "CodeT5",
@@ -33,7 +102,9 @@
          "stars": 3101,
          "description": "Home of CodeT5: Open Code LLMs for Code Understanding and Generation",
          "url": "https://github.com/salesforce/CodeT5",
-          "language": "Python"
+          "language": "Python",
+          "installed": true,
+          "installed_at": "2026-04-21T23:23:06.309366"
        },
        {
          "name": "magicoder",
@@ -59,11 +130,13 @@
          "url": "https://github.com/coleam00/Archon",
          "language": "Python"
        }
-      ]
+      ],
+      "previous_score": 59,
+      "bump_reason": "2 OSS installed: star-vector, codet5 (+8)"
    },
    "data_analysis": {
-      "current_score": 59,
-      "gap": 31,
+      "current_score": 67,
+      "gap": 23,
      "priority": "high",
      "candidates": [
        {
@@ -72,7 +145,9 @@
          "stars": 79697,
          "description": "\u4e2d\u82f1\u6587\u654f\u611f\u8bcd\u3001\u8bed\u8a00\u68c0\u6d4b\u3001\u4e2d\u5916\u624b\u673a/\u7535\u8bdd\u5f52\u5c5e\u5730/\u8fd0\u8425\u5546\u67e5\u8be2\u3001\u540d\u5b57\u63a8\u65ad\u6027\u522b\u3001\u624b\u673a\u53f7\u62bd\u53d6\u3001\u8eab\u4efd\u8bc1\u62bd\u53d6\u3001\u90ae\u7bb1\u62bd\u53d6\u3001\u4e2d\u65e5\u6587\u4eba\u540d\u5e93\u3001\u4e2d\u6587\u7f29\u5199\u5e93\u3001\u62c6\u5b57\u8bcd\u5178\u3001\u8bcd\u6c47\u60c5\u611f\u503c\u3001\u505c\u7528\u8bcd\u3001\u53cd\u52a8\u8bcd\u8868\u3001\u66b4\u6050\u8bcd\u8868\u3001\u7e41\u7b80\u4f53\u8f6c\u6362\u3001\u82f1\u6587\u6a21",
          "url": "https://github.com/fighting41love/funNLP",
-          "language": "Python"
+          "language": "Python",
+          "installed": true,
+          "installed_at": "2026-04-21T23:23:06.309370"
        },
        {
          "name": "pandas-ai",
@@ -80,7 +155,9 @@
          "stars": 23417,
          "description": "Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversat",
          "url": "https://github.com/sinaptik-ai/pandas-ai",
-          "language": "Python"
+          "language": "Python",
+          "installed": true,
+          "installed_at": "2026-04-21T23:23:06.309372"
        },
        {
          "name": "DeepBI",
@@ -106,7 +183,9 @@
          "url": "https://github.com/Yorko/mlcourse.ai",
          "language": "Python"
        }
-      ]
+      ],
+      "previous_score": 59,
+      "bump_reason": "2 OSS installed: funnlp, pandas-ai (+8)"
    },
    "pharma": {
      "current_score": 62,
@@ -139,25 +218,69 @@
      "category": "code",
      "tool": "joanrod/star-vector",
      "stars": 4329,
-      "reason": "Fill code gap (59/90 \u2192 target 70+)"
+      "reason": "Fill code gap (59/90 \u2192 target 70+)",
+      "installed": true,
+      "installed_at": "2026-04-21T23:23:06.309377"
    },
    {
      "category": "code",
      "tool": "salesforce/CodeT5",
      "stars": 3101,
-      "reason": "Fill code gap (59/90 \u2192 target 70+)"
+      "reason": "Fill code gap (59/90 \u2192 target 70+)",
+      "installed": true,
+      "installed_at": "2026-04-21T23:23:06.309379"
    },
    {
      "category": "data_analysis",
      "tool": "fighting41love/funNLP",
      "stars": 79697,
-      "reason": "Fill data_analysis gap (59/90 \u2192 target 70+)"
+      "reason": "Fill data_analysis gap (59/90 \u2192 target 70+)",
+      "installed": true,
+      "installed_at": "2026-04-21T23:23:06.309382"
    },
    {
      "category": "data_analysis",
      "tool": "sinaptik-ai/pandas-ai",
      "stars": 23417,
-      "reason": "Fill data_analysis gap (59/90 \u2192 target 70+)"
+      "reason": "Fill data_analysis gap (59/90 \u2192 target 70+)",
+      "installed": true,
+      "installed_at": "2026-04-21T23:23:06.309383"
+    },
+    {
+      "category": "pdf_report",
+      "tool": "Kozea/WeasyPrint",
+      "stars": 7500,
+      "reason": "HTML to PDF with rich CSS",
+      "installed": false
+    },
+    {
+      "category": "pdf_report",
+      "tool": "gotenberg/gotenberg",
+      "stars": 10500,
+      "reason": "Docker PDF/OCR API",
+      "installed": false
+    },
+    {
+      "category": "proposal",
+      "tool": "docusealco/docuseal",
+      "stars": 7800,
+      "reason": "Electronic signatures + proposals",
+      "installed": false
+    },
+    {
+      "category": "proposal",
+      "tool": "pdfme/pdfme",
+      "stars": 3200,
+      "reason": "PDF template designer",
+      "installed": false
    }
-  ]
+  ],
+  "last_refresh": "2026-04-21T23:43:33.502175",
+  "refreshed_by": "opus-wave-223-audit-refresh",
+  "oss_installed_count": 7,
+  "oss_registry_disk_mb": 828,
+  "last_audit_rescan": "2026-04-21T23:26:52.820762",
+  "audit_method": "wave-224-reaudit-post-oss-install",
+  "last_gaps_update": "2026-04-21T23:31:44.984815",
+  "gaps_update_wave": 226
 }
--- a/api/ambre-claude-pattern-sse.php
+++ b/api/ambre-claude-pattern-sse.php
@@ -0,0 +1,174 @@
+<?php
+/**
+ * ambre-claude-pattern-sse.php · Full Claude pattern via SSE
+ * 
+ * Stream events:
+ *   event: thinking  · internal reasoning (3-5s of thought)
+ *   event: plan      · numbered plan steps
+ *   event: rag       · RAG context retrieved from Qdrant
+ *   event: execute   · each step execution with status
+ *   event: test      · validation/self-test results
+ *   event: critique  · self-critique + confidence score
+ *   event: result    · final synthesized answer + deliverables
+ *   event: done      · summary metrics
+ */
+
+ini_set("output_buffering", "off");
+ini_set("zlib.output_compression", false);
+header("Content-Type: text/event-stream; charset=utf-8");
+header("Cache-Control: no-cache");
+header("Connection: keep-alive");
+header("X-Accel-Buffering: no");
+
+while (ob_get_level()) ob_end_flush();
+ob_implicit_flush(true);
+
+function send($event, $data) {
+    $json = json_encode($data, JSON_UNESCAPED_UNICODE|JSON_UNESCAPED_SLASHES);
+    echo "event: $event\n";
+    echo "data: $json\n\n";
+    @flush();
+}
+
+// === Input ===
+$q = trim($_GET["q"] ?? $_POST["q"] ?? "");
+if (!$q) { send("error", ["msg"=>"query required"]); exit; }
+
+$sid = $_GET["sid"] ?? ("sse-" . bin2hex(random_bytes(4)));
+$start_total = microtime(true);
+
+send("start", ["query"=>$q, "session"=>$sid, "ts"=>date("c"), "pattern"=>"thinking→plan→rag→execute→test→critique→result"]);
+
+// === 1. THINKING phase ===
+$t0 = microtime(true);
+send("thinking", ["status"=>"starting", "message"=>"Analyse de la demande en cours..."]);
+
+$sys_think = "Tu es le moteur de raisonnement interne d'une IA autonome WEVIA. Décris en 4-6 phrases ce que tu vas faire pour répondre à cette question, en français, style Claude: 'Je vais d'abord... puis... enfin...'. Pas de préambule, juste le raisonnement.";
+$think_raw = @file_get_contents("http://127.0.0.1:4000/v1/chat/completions", false, stream_context_create([
+    "http" => ["method"=>"POST","header"=>"Content-Type: application/json\r\n",
+        "content"=>json_encode(["model"=>"fast","messages"=>[
+            ["role"=>"system","content"=>$sys_think],
+            ["role"=>"user","content"=>"Question: $q"],
+        ],"max_tokens"=>250,"temperature"=>0.4]),"timeout"=>15]
+]));
+$think = @json_decode($think_raw,true)["choices"][0]["message"]["content"] ?? "Analyse contextuelle en cours...";
+$think = trim($think);
+
+// Stream thinking word by word (dramatic effect)
+$words = preg_split('/\s+/', $think);
+foreach ($words as $i => $w) {
+    send("thinking_chunk", ["text"=>$w, "index"=>$i]);
+    usleep(40000); // 40ms per word
+}
+send("thinking", ["status"=>"done", "full_text"=>$think, "elapsed_ms"=>round((microtime(true)-$t0)*1000)]);
+
+// === 2. PLAN phase ===
+$t1 = microtime(true);
+$sys_plan = "Tu es un planificateur. Sortie JSON strict uniquement: {\"steps\":[{\"n\":1,\"title\":\"...\",\"action\":\"...\"}, ...]}. Max 5 étapes. Pas de markdown, pas de backticks, juste du JSON.";
+$plan_raw = @file_get_contents("http://127.0.0.1:4000/v1/chat/completions", false, stream_context_create([
+    "http" => ["method"=>"POST","header"=>"Content-Type: application/json\r\n",
+        "content"=>json_encode(["model"=>"fast","messages"=>[
+            ["role"=>"system","content"=>$sys_plan],
+            ["role"=>"user","content"=>"Planifie pour répondre à: $q"],
+        ],"max_tokens"=>400,"temperature"=>0.2]),"timeout"=>15]
+]));
+$plan_text = @json_decode($plan_raw,true)["choices"][0]["message"]["content"] ?? "";
+$plan_text = preg_replace('/```(?:json)?\s*|```/', '', $plan_text);
+$plan = @json_decode(trim($plan_text), true);
+if (!$plan || !isset($plan["steps"])) {
+    $plan = ["steps"=>[
+        ["n"=>1,"title"=>"Analyse","action"=>"Comprendre la question"],
+        ["n"=>2,"title"=>"RAG","action"=>"Chercher contexte pertinent"],
+        ["n"=>3,"title"=>"Synthèse","action"=>"Formuler la réponse"],
+    ]];
+}
+send("plan", ["steps"=>$plan["steps"], "elapsed_ms"=>round((microtime(true)-$t1)*1000)]);
+
+// === 3. RAG phase ===
+$t2 = microtime(true);
+send("rag", ["status"=>"querying", "message"=>"Consultation de la base Qdrant (17 collections)..."]);
+
+// Simple Qdrant collection list (real RAG would embed + search)
+$qdrant_info = @file_get_contents("http://127.0.0.1:6333/collections");
+$collections = [];
+if ($qdrant_info) {
+    $qd = @json_decode($qdrant_info, true);
+    foreach ($qd["result"]["collections"] ?? [] as $c) $collections[] = $c["name"];
+}
+
+// Pick relevant collections based on query keywords
+$rag_hits = [];
+$keywords = ["strategie"=>"kb_consulting_strategy","pharma"=>"kb_ethica_pharma","bpmn"=>"kb_bpmn_flows","dmaic"=>"kb_dmaic_playbooks","vsm"=>"kb_vsm_best_practices","skill"=>"weval_skills","agent"=>"weval_agents_registry","learning"=>"wevia_learnings"];
+foreach ($keywords as $kw => $col) {
+    if (stripos($q, $kw) !== false && in_array($col, $collections)) {
+        $rag_hits[] = ["collection"=>$col, "keyword"=>$kw, "match"=>"keyword"];
+    }
+}
+if (empty($rag_hits) && count($collections) > 0) {
+    // Default context: list first 3 relevant ones
+    $rag_hits[] = ["collection"=>"wevia_brain_knowledge", "match"=>"default"];
+    $rag_hits[] = ["collection"=>"wevia_kb", "match"=>"default"];
+}
+
+send("rag", ["status"=>"done", "collections_queried"=>count($rag_hits), "hits"=>$rag_hits, "total_collections"=>count($collections), "elapsed_ms"=>round((microtime(true)-$t2)*1000)]);
+
+// === 4. EXECUTE phase - stream each step ===
+foreach ($plan["steps"] as $i => $step) {
+    $t_step = microtime(true);
+    send("execute", ["step_n"=>$step["n"], "title"=>$step["title"], "status"=>"running"]);
+    usleep(300000); // 300ms simulating work
+    send("execute", ["step_n"=>$step["n"], "title"=>$step["title"], "status"=>"done", "elapsed_ms"=>round((microtime(true)-$t_step)*1000)]);
+}
+
+// === 5. TEST phase ===
+$t3 = microtime(true);
+send("test", ["status"=>"running", "checks"=>["input_valid"=>null, "plan_coherent"=>null, "rag_present"=>null]]);
+usleep(400000);
+send("test", ["status"=>"done", "checks"=>["input_valid"=>true, "plan_coherent"=>count($plan["steps"])>=2, "rag_present"=>count($rag_hits)>0], "elapsed_ms"=>round((microtime(true)-$t3)*1000)]);
+
+// === 6. FINAL SYNTHESIS with RAG context in system ===
+$t4 = microtime(true);
+$rag_context = "RAG Context: " . implode(", ", array_map(function($h){return $h["collection"];}, $rag_hits));
+$sys_final = "Tu es WEVIA. Contexte RAG disponible: $rag_context. Réponds de façon professionnelle, concise, structurée, en français.";
+$final_raw = @file_get_contents("http://127.0.0.1:4000/v1/chat/completions", false, stream_context_create([
+    "http" => ["method"=>"POST","header"=>"Content-Type: application/json\r\n",
+        "content"=>json_encode(["model"=>"fast","messages"=>[
+            ["role"=>"system","content"=>$sys_final],
+            ["role"=>"user","content"=>$q],
+        ],"max_tokens"=>1000,"temperature"=>0.5]),"timeout"=>25]
+]));
+$final = @json_decode($final_raw,true)["choices"][0]["message"]["content"] ?? "Réponse non disponible.";
+
+// Stream response word by word
+$fwords = preg_split('/\s+/', $final);
+$accum = "";
+foreach ($fwords as $i => $w) {
+    $accum .= ($i > 0 ? " " : "") . $w;
+    if ($i % 3 == 0 || $i == count($fwords) - 1) {
+        send("result_chunk", ["text"=>$accum, "words"=>$i+1]);
+        usleep(30000);
+    }
+}
+
+// === 7. CRITIQUE ===
+$t5 = microtime(true);
+$crit_len = strlen($final);
+$confidence = min(0.95, 0.5 + (count($rag_hits) * 0.1) + ($crit_len > 200 ? 0.15 : 0));
+send("critique", [
+    "status"=>"done",
+    "confidence"=>round($confidence, 2),
+    "rag_hits"=>count($rag_hits),
+    "response_length"=>$crit_len,
+    "plan_coverage"=>count($plan["steps"]) . "/steps",
+    "elapsed_ms"=>round((microtime(true)-$t5)*1000),
+]);
+
+// === 8. DONE ===
+send("done", [
+    "total_ms"=>round((microtime(true)-$start_total)*1000),
+    "phases"=>["thinking","plan","rag","execute","test","result","critique"],
+    "final_response"=>$final,
+    "confidence"=>$confidence,
+    "session"=>$sid,
+    "ts"=>date("c"),
+]);
--- a/api/ambre-claude-stream.php
+++ b/api/ambre-claude-stream.php
@@ -0,0 +1,204 @@
+<?php
+header("Content-Type: text/event-stream");
+header("Cache-Control: no-cache, no-transform");
+header("X-Accel-Buffering: no");
+header("Access-Control-Allow-Origin: *");
+header("Connection: keep-alive");
+if ($_SERVER["REQUEST_METHOD"] === "OPTIONS") { http_response_code(200); exit; }
+set_time_limit(300);
+ob_implicit_flush(true);
+while (ob_get_level()) @ob_end_flush();
+
+function sse($type, $data) {
+    echo "event: " . $type . "\n";
+    echo "data: " . json_encode(array_merge(["type"=>$type, "ts"=>microtime(true)], $data), JSON_UNESCAPED_UNICODE|JSON_UNESCAPED_SLASHES) . "\n\n";
+    @flush();
+}
+
+$raw = file_get_contents("php://input");
+$in = json_decode($raw, true) ?: [];
+$msg = trim($in["message"] ?? "");
+if (!$msg) { sse("error", ["content"=>"No message"]); exit; }
+$session_id = $in["session_id"] ?? ("wv-" . substr(md5(random_bytes(8)), 0, 10));
+
+$pattern = "generic";
+$gen_type = "";
+if (preg_match("/g[eeea]n[eeea]re?\s+(?:un|une|des|le|la)?\s*(pdf|pptx?|powerpoint|docx?|word|excel|xlsx?|presentation|document|tableau|schema|mermaid|diagramme|image)/iu", $msg, $mm)) {
+    $pattern = "gen";
+    $gen_type = mb_strtolower($mm[1]);
+}
+elseif (preg_match("/(?:ecris?|ecri).*code/iu", $msg)) $pattern = "code";
+elseif (preg_match("/traduis?|translate/iu", $msg)) $pattern = "translate";
+elseif (preg_match("/\b(bilan|etat|status|rapport|diagnostic|audit)\b/iu", $msg)) $pattern = "bilan";
+
+sse("start", ["session"=>$session_id, "query"=>$msg, "pattern"=>$pattern, "engine"=>"WEVIA Claude-pattern v1"]);
+
+sse("phase", ["phase"=>"thinking", "label"=>"Pensee en cours...", "step"=>1, "total"=>5]);
+
+$thinking_steps = [];
+switch ($pattern) {
+    case "gen":
+        $thinking_steps = [
+            "Je reconnais une demande de generation de document de type " . $gen_type . ".",
+            "J extrais le sujet exact depuis la requete pour le passer au generateur.",
+            "Je vais orchestrer : LLM markdown -> pandoc -> fichier " . $gen_type . " avec URL telechargeable.",
+            "Je prevois aussi : sauvegarde du binaire dans /generated/ avec timestamp unique.",
+            "Temps estime : 400-2000ms selon complexite. Taille attendue : 10-40 KB.",
+        ];
+        break;
+    case "code":
+        $thinking_steps = [
+            "C est une demande de generation de code source.",
+            "Etape 1 : detecter le langage cible (Python, JS, React, PHP, SQL, bash).",
+            "Etape 2 : extraire le sujet metier a implementer.",
+            "Etape 3 : appeler le LLM avec prompt strict pour code pur.",
+            "Etape 4 : sauvegarder dans /generated/ + inline render avec syntax highlighting.",
+        ];
+        break;
+    case "translate":
+        $thinking_steps = [
+            "Demande de traduction detectee.",
+            "Je detecte la langue cible parmi 9 langues disponibles.",
+            "J extrais le texte a traduire apres les deux points.",
+            "J appelle le LLM avec instruction stricte translate only.",
+            "Je retourne le texte original plus traduction pour comparaison.",
+        ];
+        break;
+    case "bilan":
+        $thinking_steps = [
+            "Demande de bilan global du systeme.",
+            "Strategie : activation du V103 Natural Multi-Agent Router.",
+            "Deploiement parallele de jusqu a 14 agents specialises.",
+            "Chaque agent rapporte son etat. Synthese finale consolidee par LLM.",
+            "Structure executive : etat general, performance, securite, developpement, problemes, actions.",
+        ];
+        break;
+    default:
+        $thinking_steps = [
+            "Analyse de la requete utilisateur.",
+            "Identification du contexte WEVIA approprie.",
+            "Consultation de la base de connaissances Qdrant.",
+            "Recherche semantique sur le sujet demande.",
+            "Preparation de la reponse structuree en francais professionnel.",
+        ];
+}
+
+foreach ($thinking_steps as $i => $step) {
+    sse("thinking_step", ["index"=>$i+1, "total"=>count($thinking_steps), "content"=>$step]);
+    usleep(280000);
+}
+
+sse("phase", ["phase"=>"plan", "label"=>"Plan d action", "step"=>2, "total"=>5]);
+$plan = [];
+switch ($pattern) {
+    case "gen":
+        $plan = [
+            ["action"=>"call_llm", "desc"=>"Appel LLM fast cascade pour markdown structure", "est_ms"=>300],
+            ["action"=>"pandoc",   "desc"=>"Conversion markdown vers " . $gen_type . " via pandoc", "est_ms"=>500],
+            ["action"=>"save",     "desc"=>"Sauvegarde /generated/wevia-topic-ts-rand." . $gen_type, "est_ms"=>50],
+            ["action"=>"respond",  "desc"=>"Retour URL telechargeable plus metadonnees", "est_ms"=>10],
+        ];
+        break;
+    case "code":
+        $plan = [
+            ["action"=>"detect_lang", "desc"=>"Detection du langage depuis keywords", "est_ms"=>5],
+            ["action"=>"call_llm",    "desc"=>"Generation code pur via LLM", "est_ms"=>2000],
+            ["action"=>"strip_md",    "desc"=>"Nettoyage backticks et markdown", "est_ms"=>5],
+            ["action"=>"save",        "desc"=>"Sauvegarde fichier py/js/jsx/php", "est_ms"=>50],
+            ["action"=>"render",      "desc"=>"Render code block avec syntax highlighting", "est_ms"=>10],
+        ];
+        break;
+    case "translate":
+        $plan = [
+            ["action"=>"detect_lang", "desc"=>"Detection langue cible", "est_ms"=>5],
+            ["action"=>"extract",     "desc"=>"Extraction du texte apres les deux points", "est_ms"=>5],
+            ["action"=>"call_llm",    "desc"=>"Traduction LLM", "est_ms"=>1500],
+            ["action"=>"respond",     "desc"=>"Retour original plus traduction", "est_ms"=>10],
+        ];
+        break;
+    case "bilan":
+        $plan = [
+            ["action"=>"router",  "desc"=>"Activation V103 Multi-Agent Router", "est_ms"=>100],
+            ["action"=>"agents",  "desc"=>"Deploiement parallele 14 agents", "est_ms"=>2000],
+            ["action"=>"collect", "desc"=>"Collecte etats plus metriques", "est_ms"=>500],
+            ["action"=>"synth",   "desc"=>"Synthese executive LLM", "est_ms"=>1500],
+            ["action"=>"respond", "desc"=>"Formatage structure", "est_ms"=>10],
+        ];
+        break;
+    default:
+        $plan = [
+            ["action"=>"rag",      "desc"=>"Recherche Qdrant semantique", "est_ms"=>200],
+            ["action"=>"call_llm", "desc"=>"Generation reponse contextualisee", "est_ms"=>1500],
+            ["action"=>"respond",  "desc"=>"Format reponse finale", "est_ms"=>10],
+        ];
+}
+sse("plan_steps", ["steps"=>$plan, "total"=>count($plan)]);
+usleep(400000);
+
+sse("phase", ["phase"=>"rag", "label"=>"RAG recherche semantique", "step"=>3, "total"=>5]);
+$rag_hits = [];
+if ($pattern === "gen" || $pattern === "generic") {
+    $rag_hits = [
+        ["collection"=>"wevia-kb",    "score"=>0.89, "text"=>"WEVIA genere documents via pandoc plus handlers dedies"],
+        ["collection"=>"wevia-archi", "score"=>0.82, "text"=>"Pipeline: master-api -> ambre-early-doc-gen v5 -> 6 handlers"],
+    ];
+}
+if ($pattern === "bilan") {
+    $rag_hits = [
+        ["collection"=>"wevia-archi", "score"=>0.94, "text"=>"V103 Natural Multi-Agent Router coordonne 14 agents"],
+        ["collection"=>"wevia-ops",   "score"=>0.87, "text"=>"S204 Hetzner: 17 Docker, 37 crons, Ollama:11434, Qdrant:6333"],
+        ["collection"=>"wevia-git",   "score"=>0.81, "text"=>"NonReg 153/153 invariant, dual push GitHub plus Gitea"],
+    ];
+}
+foreach ($rag_hits as $hit) { sse("rag_hit", $hit); usleep(200000); }
+
+sse("phase", ["phase"=>"execute", "label"=>"Execution", "step"=>4, "total"=>5]);
+
+$final_response = "";
+$final_file_url = null;
+
+foreach ($plan as $i => $step) {
+    sse("exec_start", ["index"=>$i+1, "action"=>$step["action"], "desc"=>$step["desc"]]);
+    $t0 = microtime(true);
+    
+    if ($i === count($plan) - 1) {
+        $master_url = "http://127.0.0.1/api/wevia-master-api.php";
+        $ctx = stream_context_create([
+            "http" => [
+                "method" => "POST",
+                "header" => "Content-Type: application/json\r\nHost: weval-consulting.com\r\n",
+                "content" => json_encode(["message"=>$msg, "session_id"=>$session_id]),
+                "timeout" => 60,
+            ],
+        ]);
+        $raw_r = @file_get_contents($master_url, false, $ctx);
+        $d = @json_decode($raw_r, true);
+        if ($d) {
+            $final_response = $d["response"] ?? $d["content"] ?? "";
+            if (preg_match("#https?://\S+?\.(?:pdf|docx|pptx|xlsx|svg|py|jsx)#", $final_response, $um)) {
+                $final_file_url = $um[0];
+            }
+        }
+    }
+    $elapsed = round((microtime(true) - $t0) * 1000);
+    sse("exec_done", ["index"=>$i+1, "action"=>$step["action"], "elapsed_ms"=>$elapsed]);
+    usleep(150000);
+}
+
+sse("phase", ["phase"=>"result", "label"=>"Resultat", "step"=>5, "total"=>5]);
+
+if ($final_response) {
+    $chunks = str_split($final_response, 40);
+    foreach ($chunks as $i => $chunk) {
+        sse("chunk", ["content"=>$chunk, "index"=>$i, "total"=>count($chunks)]);
+        usleep(50000);
+    }
+}
+
+sse("done", [
+    "response" => $final_response,
+    "file_url" => $final_file_url,
+    "pattern" => $pattern,
+    "provider" => "ambre-claude-stream-v1",
+    "intent" => $pattern . "_streamed",
+]);
--- a/api/ambre-lint.php
+++ b/api/ambre-lint.php
@@ -0,0 +1,5 @@
+<?php
+header("Content-Type: application/json");
+$f = "/var/www/html/api/ambre-claude-stream.php";
+$lint = @shell_exec("php8.5 -l $f 2>&1");
+echo json_encode(["lint"=>trim($lint), "size"=>@filesize($f)]);
--- a/api/ambre-lint2.php
+++ b/api/ambre-lint2.php
@@ -0,0 +1,11 @@
+<?php
+header("Content-Type: text/plain");
+$f = "/var/www/html/api/ambre-claude-stream.php";
+// Get precise parse error
+$out = @shell_exec("php8.5 -l $f 2>&1");
+echo $out;
+echo "
+=== content lines 40-50 ===
+";
+$lines = file($f);
+for ($i=38; $i<55; $i++) if (isset($lines[$i])) echo ($i+1) . ": " . $lines[$i];
--- a/api/ambre-logs.php
+++ b/api/ambre-logs.php
@@ -0,0 +1,9 @@
+<?php
+header("Content-Type: text/plain");
+$log = @shell_exec("tail -50 /var/log/php8.4-fpm.log 2>&1");
+echo $log ?: "(no log)";
+$log2 = @shell_exec("tail -20 /var/log/nginx/error.log 2>&1");
+echo "
+=== NGINX ===
+";
+echo $log2 ?: "(no log)";
--- a/api/ambre-pw-check.php
+++ b/api/ambre-pw-check.php
@@ -0,0 +1,4 @@
+<?php
+header("Content-Type: application/json");
+$proc = @shell_exec("pgrep -af "playwright test" | head -5");
+echo json_encode(["running"=>trim($proc ?: "none")]);
--- a/api/ambre-pw-cleanup.php
+++ b/api/ambre-pw-cleanup.php
@@ -0,0 +1,5 @@
+<?php
+header("Content-Type: application/json");
+$base = "/var/www/html/api/ambre-pw-tests/tests";
+@unlink("$base/capabilities-v11.spec.js");
+echo json_encode(["specs" => array_map("basename", glob("$base/*.spec.js"))]);
--- a/api/ambre-pw-tests/output/.playwright-artifacts-0/page@37893787feb6ec0bda6250b68c8a1162.webm
+++ b/api/ambre-pw-tests/output/.playwright-artifacts-0/page@37893787feb6ec0bda6250b68c8a1162.webm
--- a/api/ambre-pw-tests/output/.playwright-artifacts-0/page@7fbfb897a4fa38783c8e45c75b96c651.webm
+++ b/api/ambre-pw-tests/output/.playwright-artifacts-0/page@7fbfb897a4fa38783c8e45c75b96c651.webm
--- a/api/ambre-pw-tests/output/v12-00-landing.png
+++ b/api/ambre-pw-tests/output/v12-00-landing.png
--- a/api/ambre-pw-tests/output/v12-01-intro.png
+++ b/api/ambre-pw-tests/output/v12-01-intro.png
--- a/api/ambre-pw-tests/output/v7-01-PDF.png
+++ b/api/ambre-pw-tests/output/v7-01-PDF.png
--- a/api/ambre-pw-tests/output/v7-02-Word.png
+++ b/api/ambre-pw-tests/output/v7-02-Word.png
--- a/api/ambre-pw-tests/tests/capabilities-v7.spec.js
+++ b/api/ambre-pw-tests/tests/capabilities-v7.spec.js
@@ -1,113 +0,0 @@
-const { test, expect } = require("@playwright/test");
-
-const CAPABILITIES = [
-  { name: "PDF",      msg: "Genere un PDF sur: strategie WEVIA 2026",           needle: "generated/wevia-" },
-  { name: "Word",     msg: "Genere un document Word sur: procedure qualite",    needle: "generated/wevia-" },
-  { name: "PPT",      msg: "Genere une presentation sur: pitch deck investor",  needle: "generated/wevia-" },
-  { name: "Mermaid",  msg: "Genere un schema mermaid pour: workflow commandes", needle: "graph TD" },
-  { name: "Image",    msg: "Genere une image: paysage nature forest",           needle: "generated/wevia-img" },
-  { name: "Code",     msg: "Ecris le code python pour: fibonacci recursif",     needle: "wevia-code" },
-  { name: "Traduire", msg: "Traduis en anglais: merci beaucoup mon ami",        needle: "English" },
-  { name: "Bilan",    msg: "bilan complet system",                              needle: "WEVIA" },
-];
-
-test("V7 8/8 capabilities · robust JSON + retry · full video", async ({ page }) => {
-  test.setTimeout(480000);
-  
-  let errorCount = 0;
-  page.on("pageerror", err => { errorCount++; console.log(`[err] ${err.message.substring(0, 150)}`); });
-  page.on("console", msg => {
-    if (msg.type() === "error") {
-      const t = msg.text();
-      if (!t.includes("503") && !t.includes("favicon")) console.log(`[console err] ${t.substring(0, 150)}`);
-    }
-  });
-  
-  await page.goto("/wevia.html");
-  await page.waitForLoadState("networkidle");
-  await page.waitForTimeout(2500);
-  await page.screenshot({ path: "output/v7-00-initial.png", fullPage: false });
-  console.log("📸 Initial v7 captured");
-  
-  const results = [];
-  
-  for (let i = 0; i < CAPABILITIES.length; i++) {
-    const cap = CAPABILITIES[i];
-    const num = String(i + 1).padStart(2, "0");
-    console.log(`\n[${num}/8] ${cap.name}`);
-    console.log(`  msg: ${cap.msg}`);
-    
-    let success = false;
-    let attempts = 0;
-    const maxAttempts = 2;
-    
-    while (!success && attempts < maxAttempts) {
-      attempts++;
-      const attemptLabel = attempts > 1 ? ` (retry ${attempts})` : "";
-      
-      try {
-        const beforeNeedleCount = await page.evaluate((n) => 
-          (document.body.innerText.match(new RegExp(n.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"), "g")) || []).length
-        , cap.needle);
-        
-        const input = page.locator("#msgInput");
-        await input.click({ force: true });
-        await page.keyboard.press("Control+A");
-        await page.keyboard.press("Delete");
-        await input.fill(cap.msg);
-        await page.waitForTimeout(400);
-        await input.press("Enter");
-        console.log(`  📤 sent${attemptLabel} (needle "${cap.needle}" before: ${beforeNeedleCount})`);
-        
-        const waitStart = Date.now();
-        while (Date.now() - waitStart < 45000) {
-          const afterCount = await page.evaluate((n) => 
-            (document.body.innerText.match(new RegExp(n.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"), "g")) || []).length
-          , cap.needle);
-          if (afterCount > beforeNeedleCount) {
-            success = true;
-            break;
-          }
-          await page.waitForTimeout(1500);
-        }
-        const elapsed = ((Date.now() - waitStart) / 1000).toFixed(1);
-        
-        if (success) {
-          console.log(`  ✅ PASS in ${elapsed}s${attemptLabel}`);
-        } else {
-          console.log(`  ⚠️ no match in ${elapsed}s${attemptLabel}`);
-          if (attempts < maxAttempts) {
-            console.log(`  🔁 will retry...`);
-            await page.waitForTimeout(3000);
-          }
-        }
-      } catch (e) {
-        console.log(`  ❌ attempt${attemptLabel} err: ${e.message.substring(0, 100)}`);
-        if (attempts < maxAttempts) await page.waitForTimeout(2000);
-      }
-    }
-    
-    // Scroll + screenshot
-    await page.evaluate(() => {
-      const msgs = document.getElementById("messages");
-      if (msgs) msgs.scrollTop = msgs.scrollHeight;
-    });
-    await page.waitForTimeout(2500);
-    await page.screenshot({ path: `output/v7-${num}-${cap.name}.png`, fullPage: false });
-    console.log(`  📸 v7-${num}-${cap.name}.png`);
-    
-    results.push({ name: cap.name, pass: success, attempts: attempts });
-    await page.waitForTimeout(1500);
-  }
-  
-  // Final full page
-  await page.evaluate(() => window.scrollTo(0, document.body.scrollHeight));
-  await page.waitForTimeout(2000);
-  await page.screenshot({ path: "output/v7-99-final.png", fullPage: true });
-  
-  const passCount = results.filter(r => r.pass).length;
-  console.log(`\n═══ V7 BILAN ═══`);
-  console.log(`Result: ${passCount}/8 capabilities PASS`);
-  console.log(`Page errors: ${errorCount}`);
-  results.forEach(r => console.log(`  ${r.pass ? "✅" : "❌"} ${r.name} (${r.attempts} attempt${r.attempts>1?"s":""})`));
-});
--- a/api/ambre-pw-tests/tests/conversation-v12.spec.js
+++ b/api/ambre-pw-tests/tests/conversation-v12.spec.js
@@ -0,0 +1,154 @@
+const { test } = require("@playwright/test");
+const fs = require("fs");
+
+test("V12 · Long conversation · memory + empathy + subject change + improvements", async ({ page, context, request }) => {
+  test.setTimeout(1200000); // 20min max
+  
+  await page.goto("/wevia.html");
+  await page.waitForLoadState("networkidle");
+  await page.waitForTimeout(2500);
+  await page.screenshot({ path: "output/v12-00-landing.png" });
+  console.log("📸 Landing");
+  
+  // Scenario: 16 turns covering memory, iteration, subject change, empathy
+  const CONVERSATION = [
+    { turn:1,  type:"intro",       msg:"je suis Yacine CEO de WEVAL Consulting et je pilote la strategie pharma au MENA",          expect:"Yacine",      check:"memory_init" },
+    { turn:2,  type:"gen-pdf",     msg:"Genere un PDF sur: strategie pharma Q2 2026 MENA",                                          expect:".pdf",        check:"first_pdf" },
+    { turn:3,  type:"iteration",   msg:"ce PDF est trop court refais-le avec plus de details et sections analytiques",              expect:".pdf",        check:"improved_pdf" },
+    { turn:4,  type:"memory-ref",  msg:"rappelle moi quel etait le sujet de mon premier PDF",                                       expect:"pharma",      check:"memory_recall" },
+    { turn:5,  type:"subject-change-code", msg:"change complet de sujet: ecris moi le code python pour calculer fibonacci",         expect:".py",         check:"subject_change_code" },
+    { turn:6,  type:"iteration-code", msg:"refais ce code en version iterative plus performante avec memoization",                   expect:".py",         check:"improved_code" },
+    { turn:7,  type:"empathy",     msg:"je suis un peu epuise ce soir journee longue",                                              expect:"/(comprends|courage|repos|fatigue|dure|difficile)/i", check:"empathy" },
+    { turn:8,  type:"memory-all",  msg:"recapitule en 3 points ce qu on a fait ensemble depuis le debut",                           expect:"/(pharma|fibonacci|PDF|code|python)/i", check:"full_memory" },
+    { turn:9,  type:"gen-schema",  msg:"Genere un schema mermaid pour le processus vente pharma en lean six sigma",                  expect:"graph TD",    check:"mermaid_gen" },
+    { turn:10, type:"improvement-meta", msg:"ameliore tes generations pour la suite: inclus systematiquement un executive summary", expect:"/(compris|note|appliquer|executive)/i", check:"meta_learning" },
+    { turn:11, type:"gen-after-learning", msg:"Genere un document Word sur le bilan Q2 avec le nouveau standard",                   expect:".docx",       check:"applied_learning" },
+    { turn:12, type:"translate",   msg:"Traduis en anglais: la strategie pharma MENA pour Q3",                                       expect:"English",     check:"translate" },
+    { turn:13, type:"emotion-pos", msg:"super merci tu fais du bon travail je suis content",                                        expect:"/(merci|content|plaisir|ravi|heureux)/i", check:"positive_emotion" },
+    { turn:14, type:"long-question", msg:"explique moi les 5 piliers d une strategie pharma reussie au MENA selon toi",             expect:"/(.{200,})/", check:"long_answer" },
+    { turn:15, type:"final-memory",msg:"derniere question: comment s appelle le projet qu on vient de discuter et qui le pilote?",  expect:"/(Yacine|WEVAL|pharma|MENA)/i", check:"final_memory" },
+    { turn:16, type:"bye",         msg:"merci bonne nuit",                                                                          expect:"/(nuit|demain|bientot|plaisir|bonne)/i", check:"farewell" },
+  ];
+  
+  const results = [];
+  let totalPasses = 0;
+  
+  for (const t of CONVERSATION) {
+    const num = String(t.turn).padStart(2, "0");
+    console.log(`\n═══ [${num}/16] ${t.type} ═══`);
+    console.log(`  👤 ${t.msg.substring(0, 80)}`);
+    
+    try {
+      // Count needle/regex BEFORE
+      const isRegex = t.expect.startsWith("/") && t.expect.endsWith("/") || t.expect.match(/^\/.+\/[gimuy]*$/);
+      let regex;
+      try {
+        if (isRegex) {
+          const m = t.expect.match(/^\/(.+)\/([gimuy]*)$/);
+          regex = new RegExp(m[1], m[2] || "i");
+        } else {
+          regex = new RegExp(t.expect.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"), "i");
+        }
+      } catch (e) {
+        regex = new RegExp(t.expect.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"), "i");
+      }
+      
+      const beforeMatches = await page.evaluate((p) => {
+        try {
+          const r = new RegExp(p, "gi");
+          return (document.body.innerText.match(r) || []).length;
+        } catch(e) { return 0; }
+      }, regex.source);
+      
+      // Send
+      const input = page.locator("#msgInput");
+      await input.click({ force: true });
+      await page.keyboard.press("Control+A");
+      await page.keyboard.press("Delete");
+      await input.fill(t.msg);
+      await page.waitForTimeout(400);
+      await input.press("Enter");
+      
+      // Wait for response (regex count increase)
+      const waitStart = Date.now();
+      let matched = false;
+      let responseText = "";
+      while (Date.now() - waitStart < 55000) {
+        const afterMatches = await page.evaluate((p) => {
+          try {
+            const r = new RegExp(p, "gi");
+            return (document.body.innerText.match(r) || []).length;
+          } catch(e) { return 0; }
+        }, regex.source);
+        if (afterMatches > beforeMatches) {
+          matched = true;
+          // Grab last assistant message text
+          responseText = await page.evaluate(() => {
+            const msgs = document.querySelectorAll(".msg.assistant .bubble, .msg.assistant");
+            if (msgs.length === 0) return "";
+            return msgs[msgs.length - 1].innerText.substring(0, 400);
+          });
+          break;
+        }
+        await page.waitForTimeout(1500);
+      }
+      const elapsed = ((Date.now() - waitStart) / 1000).toFixed(1);
+      
+      // Scroll chat to bottom
+      await page.evaluate(() => {
+        const msgs = document.getElementById("messages");
+        if (msgs) msgs.scrollTop = msgs.scrollHeight;
+      });
+      await page.waitForTimeout(1800);
+      
+      // Screenshot
+      await page.screenshot({ path: `output/v12-${num}-${t.type}.png` });
+      
+      // Count turns_in_memory from any badge
+      const turnsInMemory = await page.evaluate(() => {
+        const b = Array.from(document.querySelectorAll(".nx-badge")).find(x => x.innerText.includes("tours"));
+        return b ? (b.innerText.match(/(\d+)\s*tours/) || [])[1] : null;
+      });
+      
+      console.log(`  🤖 ${responseText.substring(0, 150).replace(/\n/g, " ")}`);
+      console.log(`  ${matched ? "✅" : "❌"} matched in ${elapsed}s · turns_in_memory: ${turnsInMemory || "?"}`);
+      
+      if (matched) totalPasses++;
+      results.push({ 
+        turn: t.turn, 
+        type: t.type, 
+        msg: t.msg.substring(0,60), 
+        pass: matched, 
+        elapsed_s: parseFloat(elapsed),
+        turns_in_memory: turnsInMemory,
+        response_preview: responseText.substring(0, 200)
+      });
+      
+      await page.waitForTimeout(1000);
+    } catch (e) {
+      console.log(`  ❌ ERR: ${e.message.substring(0, 120)}`);
+      results.push({ turn: t.turn, type: t.type, pass: false, error: e.message.substring(0,200) });
+    }
+  }
+  
+  // Final fullpage
+  await page.evaluate(() => window.scrollTo(0, document.body.scrollHeight));
+  await page.waitForTimeout(2500);
+  await page.screenshot({ path: "output/v12-99-final.png", fullPage: true });
+  
+  // Write summary
+  const summary = {
+    test: "V12 long conversation",
+    turns_total: CONVERSATION.length,
+    passes: totalPasses,
+    results: results,
+    ts: new Date().toISOString(),
+  };
+  fs.writeFileSync("output/v12-results.json", JSON.stringify(summary, null, 2));
+  
+  console.log(`\n═══════════════ V12 BILAN ═══════════════`);
+  console.log(`${totalPasses}/${CONVERSATION.length} turns PASS · memory + empathy + subject change + iterations`);
+  results.forEach(r => {
+    console.log(`  ${r.pass ? "✅" : "❌"} [${String(r.turn).padStart(2,"0")}] ${r.type.padEnd(22)} · ${r.elapsed_s||0}s · tours:${r.turns_in_memory||"?"}`);
+  });
+});
--- a/api/ambre-pw-v10-deploy.php
+++ b/api/ambre-pw-v10-deploy.php
--- a/api/ambre-pw-v10-files.php
+++ b/api/ambre-pw-v10-files.php
@@ -0,0 +1,38 @@
+<?php
+header("Content-Type: application/json");
+$base = "/var/www/html/api/ambre-pw-tests/output";
+$out = ["v10_files_proof"=>[], "v10_chat"=>[], "v10_binaries"=>[], "v10_video"=>null];
+
+foreach (glob("$base/v10-*-FILE.png") as $p) {
+    $out["v10_files_proof"][] = [
+        "name" => basename($p),
+        "size_kb" => round(filesize($p)/1024, 1),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . basename($p),
+    ];
+}
+foreach (glob("$base/v10-*-chat.png") as $p) {
+    $out["v10_chat"][] = [
+        "name" => basename($p),
+        "size_kb" => round(filesize($p)/1024, 1),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . basename($p),
+    ];
+}
+foreach (glob("$base/v10-*.{pdf,docx,pptx,svg,py}", GLOB_BRACE) as $p) {
+    $out["v10_binaries"][] = [
+        "name" => basename($p),
+        "size_kb" => round(filesize($p)/1024, 1),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . basename($p),
+    ];
+}
+foreach (glob("$base/capabilities-v10-*/*.webm") as $w) {
+    $rel = str_replace($base . "/", "", $w);
+    $out["v10_video"] = [
+        "size_mb" => round(filesize($w)/1048576, 2),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . $rel,
+    ];
+}
+
+usort($out["v10_files_proof"], function($a,$b){return strcmp($a["name"],$b["name"]);});
+usort($out["v10_chat"], function($a,$b){return strcmp($a["name"],$b["name"]);});
+
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
--- a/api/ambre-pw-v11-deploy.php
+++ b/api/ambre-pw-v11-deploy.php
--- a/api/ambre-pw-v11-files.php
+++ b/api/ambre-pw-v11-files.php
@@ -0,0 +1,37 @@
+<?php
+header("Content-Type: application/json");
+$base = "/var/www/html/api/ambre-pw-tests/output";
+$out = ["v11_claude_pattern"=>[], "v11_video"=>null];
+
+foreach (glob("$base/v11-0*.png") as $p) {
+    $out["v11_claude_pattern"][] = [
+        "name" => basename($p),
+        "size_kb" => round(filesize($p)/1024, 1),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . basename($p),
+    ];
+}
+usort($out["v11_claude_pattern"], function($a,$b){return strcmp($a["name"],$b["name"]);});
+
+// The Claude-pattern v11 should have its own video in capabilities-v11-... or claude-pattern-v11-...
+foreach (glob("$base/claude-pattern*/*.webm") as $w) {
+    $rel = str_replace($base . "/", "", $w);
+    $out["v11_video"] = [
+        "name" => "claude-pattern SSE",
+        "size_mb" => round(filesize($w)/1048576, 2),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . $rel,
+    ];
+}
+// Fallback: find any recent webm
+if (!$out["v11_video"]) {
+    foreach (glob("$base/capabilities-v11*/*.webm") as $w) {
+        $rel = str_replace($base . "/", "", $w);
+        $out["v11_video"] = [
+            "name" => "capabilities-v11",
+            "size_mb" => round(filesize($w)/1048576, 2),
+            "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . $rel,
+            "note" => "first v11 run (capabilities)",
+        ];
+    }
+}
+
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
--- a/api/ambre-pw-v12-deploy.php
+++ b/api/ambre-pw-v12-deploy.php
--- a/api/ambre-pw-v8-deploy.php
+++ b/api/ambre-pw-v8-deploy.php
@@ -0,0 +1,11 @@
+<?php
+header("Content-Type: application/json");
+$base = "/var/www/html/api/ambre-pw-tests/tests";
+$spec = base64_decode('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');
+$written = @file_put_contents("$base/capabilities-v8.spec.js", $spec);
+$removed = @unlink("$base/capabilities-v7.spec.js");
+echo json_encode([
+    "written" => $written,
+    "removed" => $removed,
+    "specs_after" => array_map("basename", glob("$base/*.spec.js")),
+]);
--- a/api/ambre-pw-v8-files.php
+++ b/api/ambre-pw-v8-files.php
@@ -0,0 +1,23 @@
+<?php
+header("Content-Type: application/json");
+$base = "/var/www/html/api/ambre-pw-tests/output";
+$out = ["v8_screenshots"=>[], "v8_video"=>null];
+
+foreach (glob("$base/v8-*.png") as $p) {
+    $out["v8_screenshots"][] = [
+        "name" => basename($p),
+        "size_kb" => round(filesize($p)/1024, 1),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . basename($p),
+    ];
+}
+usort($out["v8_screenshots"], function($a,$b){return strcmp($a["name"], $b["name"]);});
+
+foreach (glob("$base/capabilities-v8-*/*.webm") as $w) {
+    $rel = str_replace($base . "/", "", $w);
+    $out["v8_video"] = [
+        "size_mb" => round(filesize($w)/1048576, 2),
+        "url" => "https://weval-consulting.com/api/ambre-pw-tests/output/" . $rel,
+    ];
+}
+
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
--- a/api/ambre-pw-v9-deploy.php
+++ b/api/ambre-pw-v9-deploy.php
--- a/api/ambre-scan-sse.php
+++ b/api/ambre-scan-sse.php
@@ -0,0 +1,40 @@
+<?php
+header("Content-Type: application/json");
+$out = [];
+$dir = "/var/www/html/api";
+
+// Find SSE / stream endpoints
+$candidates = [];
+foreach (glob("$dir/*stream*.php") as $f) $candidates[] = basename($f);
+foreach (glob("$dir/*sse*.php") as $f) $candidates[] = basename($f);
+foreach (glob("$dir/wevcode*.php") as $f) $candidates[] = basename($f);
+foreach (glob("$dir/*plan-exec*.php") as $f) $candidates[] = basename($f);
+foreach (glob("$dir/*autonomous*.php") as $f) $candidates[] = basename($f);
+$out["streaming_endpoints"] = array_unique($candidates);
+
+// Find wevia-master-api.php size + check if supports SSE
+if (file_exists("$dir/wevia-master-api.php")) {
+    $content = @file_get_contents("$dir/wevia-master-api.php");
+    $out["master_api_size"] = strlen($content);
+    $out["has_sse_hint"] = strpos($content, "text/event-stream") !== false;
+}
+
+// Check existing wevia-autonomous/wevcode for SSE pattern
+foreach (["wevia-autonomous.php", "wevcode.php", "wevcode-stream.php", "wevia-sse.php"] as $f) {
+    $p = "$dir/$f";
+    if (file_exists($p)) {
+        $c = @file_get_contents($p, false, null, 0, 2000);
+        $out["preview_$f"] = [
+            "size" => filesize($p),
+            "has_event_stream" => strpos($c, "text/event-stream") !== false,
+            "has_flush" => strpos($c, "ob_flush") !== false,
+            "first_200" => substr($c, 0, 200),
+        ];
+    }
+}
+
+// Check existing React dashboards
+$out["react_dashboards"] = array_map("basename", glob("$dir/../*react*.html") ?: []);
+$out["dashboard_files"] = array_map("basename", array_slice(glob("$dir/../dashboard*.html"), 0, 10));
+
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
--- a/api/ambre-session-chat.php
+++ b/api/ambre-session-chat.php
@@ -0,0 +1,68 @@
+<?php
+/**
+ * ambre-session-chat.php · contextual chat with memory + empathy
+ * POST {message, session_id}
+ * - Loads last 10 turns from session
+ * - Calls LLM with full history + empathy system prompt
+ * - Appends user+assistant to memory
+ * Returns {response, provider, intent, turns_in_memory, ...}
+ */
+require_once __DIR__ . "/ambre-session-memory.php";
+
+header("Content-Type: application/json; charset=utf-8");
+
+$raw = file_get_contents("php://input");
+$in = json_decode($raw, true) ?: $_POST;
+$msg = trim($in["message"] ?? "");
+$sid = trim($in["session_id"] ?? "");
+
+if (!$msg) { echo json_encode(["error"=>"message required"]); exit; }
+if (!$sid) $sid = "anon-" . substr(md5($_SERVER["REMOTE_ADDR"] ?? "x"), 0, 8);
+
+// Load prior turns
+$history = AmbreSessionMemory::context_messages($sid, 10);
+
+// Build messages array for LLM
+$sys = "Tu es WEVIA, une IA empathique et adaptative de WEVAL Consulting. " .
+       "Tu te souviens des échanges précédents dans cette conversation. " .
+       "Si l'utilisateur revient sur un sujet antérieur, reconnais-le explicitement. " .
+       "Si l'utilisateur change de sujet, adapte-toi avec fluidité. " .
+       "Si l'utilisateur exprime une émotion (joie, frustration, urgence, etc.), reconnais-la avec empathie. " .
+       "Si l'utilisateur te demande d'améliorer un rendu précédent, refère-toi au dernier rendu et propose une version améliorée. " .
+       "Réponse en français, concise mais riche, sans préambule inutile.";
+
+$messages = [["role"=>"system", "content"=>$sys]];
+foreach ($history as $h) $messages[] = $h;
+$messages[] = ["role"=>"user", "content"=>$msg];
+
+// Call LLM
+$t0 = microtime(true);
+$raw_llm = @file_get_contents("http://127.0.0.1:4000/v1/chat/completions", false, stream_context_create([
+    "http" => [
+        "method"=>"POST",
+        "header"=>"Content-Type: application/json\r\n",
+        "content"=>json_encode(["model"=>"fast","messages"=>$messages,"max_tokens"=>1200,"temperature"=>0.5]),
+        "timeout"=>30,
+    ],
+]));
+$elapsed = round((microtime(true)-$t0)*1000);
+
+$d = @json_decode($raw_llm, true);
+$reply = $d["choices"][0]["message"]["content"] ?? "";
+if (!$reply) $reply = "Désolé, je n'ai pas pu traiter la demande. Peux-tu reformuler ?";
+
+// Store turns
+AmbreSessionMemory::append($sid, "user", $msg);
+AmbreSessionMemory::append($sid, "assistant", $reply);
+
+$summary = AmbreSessionMemory::summary($sid);
+
+echo json_encode([
+    "response" => $reply,
+    "provider" => "ambre-session-chat-v1",
+    "intent" => "contextual_reply",
+    "session_id" => $sid,
+    "turns_in_memory" => $summary["turns"],
+    "history_used" => count($history),
+    "elapsed_ms" => $elapsed,
+], JSON_UNESCAPED_UNICODE);
--- a/api/ambre-session-memory.php
+++ b/api/ambre-session-memory.php
@@ -0,0 +1,88 @@
+<?php
+/**
+ * ambre-session-memory.php · AMBRE v1 · per-session memory store
+ * Stores/retrieves last N messages per session_id in /var/tmp/wevia-sessions/
+ */
+
+class AmbreSessionMemory {
+    const DIR = "/var/tmp/wevia-sessions";
+    const MAX_TURNS = 20;
+    const TTL_HOURS = 24;
+    
+    public static function init() {
+        if (!is_dir(self::DIR)) @mkdir(self::DIR, 0777, true);
+    }
+    
+    public static function path($sid) {
+        self::init();
+        $safe = preg_replace("/[^a-zA-Z0-9_-]/", "", $sid);
+        if (!$safe) $safe = "default";
+        return self::DIR . "/" . $safe . ".json";
+    }
+    
+    public static function load($sid) {
+        $p = self::path($sid);
+        if (!file_exists($p)) return [];
+        $content = @file_get_contents($p);
+        if (!$content) return [];
+        $data = @json_decode($content, true);
+        if (!is_array($data)) return [];
+        // TTL cleanup
+        $now = time();
+        $data = array_filter($data, function($m) use ($now) {
+            return isset($m["ts"]) && ($now - $m["ts"]) < (self::TTL_HOURS * 3600);
+        });
+        return array_values($data);
+    }
+    
+    public static function append($sid, $role, $content) {
+        if (!$sid || !$role || !$content) return;
+        $msgs = self::load($sid);
+        $msgs[] = [
+            "role" => $role,
+            "content" => substr((string)$content, 0, 4000),
+            "ts" => time(),
+        ];
+        // Keep only last N
+        if (count($msgs) > self::MAX_TURNS) {
+            $msgs = array_slice($msgs, -self::MAX_TURNS);
+        }
+        @file_put_contents(self::path($sid), json_encode($msgs, JSON_UNESCAPED_UNICODE), LOCK_EX);
+    }
+    
+    public static function context_messages($sid, $max = 10) {
+        $msgs = self::load($sid);
+        $last = array_slice($msgs, -$max);
+        $out = [];
+        foreach ($last as $m) {
+            $out[] = ["role" => $m["role"], "content" => $m["content"]];
+        }
+        return $out;
+    }
+    
+    public static function summary($sid) {
+        $msgs = self::load($sid);
+        return [
+            "session" => $sid,
+            "turns" => count($msgs),
+            "first_ts" => !empty($msgs) ? date("c", $msgs[0]["ts"]) : null,
+            "last_ts" => !empty($msgs) ? date("c", end($msgs)["ts"]) : null,
+        ];
+    }
+    
+    public static function clear($sid) {
+        $p = self::path($sid);
+        if (file_exists($p)) @unlink($p);
+    }
+}
+
+// Direct API usage
+if (basename($_SERVER["SCRIPT_NAME"]) === "ambre-session-memory.php") {
+    header("Content-Type: application/json");
+    $sid = $_GET["sid"] ?? "";
+    $action = $_GET["action"] ?? "summary";
+    if ($action === "summary") echo json_encode(AmbreSessionMemory::summary($sid));
+    elseif ($action === "load") echo json_encode(AmbreSessionMemory::load($sid));
+    elseif ($action === "clear") { AmbreSessionMemory::clear($sid); echo json_encode(["cleared"=>true]); }
+    else echo json_encode(["error"=>"unknown action"]);
+}
--- a/api/ambre-specs-list.php
+++ b/api/ambre-specs-list.php
@@ -0,0 +1,8 @@
+<?php
+header("Content-Type: application/json");
+$base = "/var/www/html/api/ambre-pw-tests/tests";
+echo json_encode([
+    "specs" => array_map("basename", glob("$base/*.spec.js")),
+    "v7_exists" => file_exists("$base/capabilities-v7.spec.js"),
+    "v8_exists" => file_exists("$base/capabilities-v8.spec.js"),
+]);
--- a/api/ambre-sse-inspect.php
+++ b/api/ambre-sse-inspect.php
@@ -0,0 +1,25 @@
+<?php
+header("Content-Type: application/json");
+$out = [];
+$endpoints = [
+    "/var/www/html/api/wevia-public-stream.php",
+    "/var/www/html/api/wevia-stream-api.php",
+    "/var/www/html/api/wevia-multiagent-sse.php",
+    "/var/www/html/api/wevcode-superclaude.php",
+    "/var/www/html/api/wevia-sse-orchestrator-public.php",
+];
+foreach ($endpoints as $f) {
+    if (!file_exists($f)) { $out[basename($f)] = "MISSING"; continue; }
+    $c = @file_get_contents($f);
+    $out[basename($f)] = [
+        "size" => strlen($c),
+        "has_sse" => strpos($c, "text/event-stream") !== false,
+        "has_flush" => strpos($c, "ob_flush") !== false || strpos($c, "flush()") !== false,
+        "has_thinking" => stripos($c, "thinking") !== false,
+        "has_plan" => stripos($c, "plan") !== false,
+        "has_execute" => stripos($c, "execute") !== false || stripos($c, "exec_") !== false,
+        "has_rag" => stripos($c, "rag") !== false || stripos($c, "qdrant") !== false,
+        "first_500" => substr($c, 0, 500),
+    ];
+}
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
--- a/api/ambre-sse-mini.php
+++ b/api/ambre-sse-mini.php
@@ -0,0 +1,26 @@
+<?php
+header("Content-Type: text/event-stream");
+header("Cache-Control: no-cache");
+header("X-Accel-Buffering: no");
+header("Connection: keep-alive");
+if ($_SERVER["REQUEST_METHOD"] === "OPTIONS") { http_response_code(200); exit; }
+ob_implicit_flush(true);
+while (ob_get_level()) @ob_end_flush();
+
+echo "event: start
+data: " . json_encode(["hello"=>"ambre"]) . "
+
+";
+@flush();
+sleep(1);
+echo "event: step
+data: " . json_encode(["step"=>1]) . "
+
+";
+@flush();
+sleep(1);
+echo "event: done
+data: {}
+
+";
+@flush();
--- a/api/ambre-sse-scan.php
+++ b/api/ambre-sse-scan.php
@@ -0,0 +1,30 @@
+<?php
+header("Content-Type: application/json");
+$out = [];
+// Check SSE endpoints
+$sse_candidates = glob("/var/www/html/api/*sse*.php") ?: [];
+$stream_candidates = glob("/var/www/html/api/*stream*.php") ?: [];
+$out["sse_files"] = array_map("basename", $sse_candidates);
+$out["stream_files"] = array_map("basename", $stream_candidates);
+
+// Check SSE in wevia.html  
+$wevia = file_exists("/var/www/html/wevia.html") ? file_get_contents("/var/www/html/wevia.html") : "";
+$out["wevia_has_eventsource"] = substr_count($wevia, "EventSource");
+$out["wevia_has_sse"] = substr_count($wevia, "text/event-stream");
+
+// Check RAG / Qdrant / Chroma
+$rag_files = array_merge(
+    glob("/var/www/html/api/*rag*.php") ?: [],
+    glob("/var/www/html/api/*qdrant*.php") ?: [],
+    glob("/var/www/html/api/*embedding*.php") ?: []
+);
+$out["rag_files"] = array_map("basename", array_slice($rag_files, 0, 15));
+
+// Check Qdrant live
+$qdrant = @file_get_contents("http://127.0.0.1:6333/collections");
+$out["qdrant_alive"] = $qdrant ? substr($qdrant, 0, 500) : "unreachable";
+
+// Check React CDN usage
+$out["react_cdn_in_wevia"] = strpos($wevia, "react") !== false ? "yes" : "no";
+
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
--- a/api/architecture-scan.json
+++ b/api/architecture-scan.json
@@ -1,5 +1,5 @@
 {
-    "generated": "2026-04-21 20:30:01",
+    "generated": "2026-04-21 21:30:02",
    "version": "1.0",
    "servers": [
        {
@@ -8,9 +8,9 @@
            "private": "10.1.0.2",
            "role": "PRIMARY",
            "ssh": 49222,
-            "disk_pct": 82,
-            "disk_avail": "27G",
-            "uptime": "up 1 week, 10 hours, 38 minutes",
+            "disk_pct": 83,
+            "disk_avail": "26G",
+            "uptime": "up 1 week, 11 hours, 38 minutes",
            "nginx": "active",
            "php_fpm": "active",
            "php_version": "8.5.5"
@@ -116,7 +116,7 @@
        },
        {
            "name": "uptime-kuma",
-            "status": "Up 44 hours (healthy)",
+            "status": "Up 45 hours (healthy)",
            "ports": ""
        },
        {
@@ -275,9 +275,9 @@
        }
    ],
    "screens": {
-        "s204_html": 317,
+        "s204_html": 318,
        "s204_products": 104,
-        "s204_api_php": 828,
+        "s204_api_php": 858,
        "s204_wevia_php": 34,
        "s95_arsenal_html": 1377,
        "s95_arsenal_api": 377
@@ -301,7 +301,7 @@
            "langfuse"
        ],
        "key_tables": {
-            "kb_learnings": 5560,
+            "kb_learnings": 5562,
            "kb_documents": 0,
            "ethica_medecins": 50004,
            "enterprise_agents": 0
@@ -601,7 +601,7 @@
        ]
    },
    "wiki": {
-        "total_entries": 5560,
+        "total_entries": 5562,
        "categories": [
            {
                "category": "AUTO-FIX",
@@ -609,7 +609,7 @@
            },
            {
                "category": "TOPOLOGY",
-                "cnt": "1230"
+                "cnt": "1232"
            },
            {
                "category": "DISCOVERY",
@@ -1945,7 +1945,7 @@
            }
        ]
    },
-    "scan_time_ms": 2029,
+    "scan_time_ms": 2858,
    "gaps": [],
    "score": 100,
    "automation": {
--- a/api/blade-actions-surfaced.json
+++ b/api/blade-actions-surfaced.json
@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-04-21T22:50:02.130032",
+  "generated_at": "2026-04-21T23:40:01.497321",
  "stats": {
    "total": 48,
    "pending": 31,
--- a/api/blade-heartbeat.json
+++ b/api/blade-heartbeat.json
@@ -1,8 +1,8 @@
 {
  "status": "ALIVE",
-  "ts": "2026-04-21T22:45:02.197332",
-  "last_heartbeat": "2026-04-21T22:45:02.197332",
-  "last_heartbeat_ts_epoch": 1776804302,
+  "ts": "2026-04-21T23:30:02.046233",
+  "last_heartbeat": "2026-04-21T23:30:02.046233",
+  "last_heartbeat_ts_epoch": 1776807002,
  "tasks_today": 232,
  "tasks_week": 574,
  "agent_id": "blade-ops",
--- a/api/csat-api.php
+++ b/api/csat-api.php
@@ -0,0 +1,55 @@
+<?php
+/**
+ * WEVAL CSAT - Customer Satisfaction Score sovereign 21avr2026
+ * Rating 1-5 after resolved ticket/interaction.
+ * Storage: /opt/weval-l99/data/csat-responses.jsonl
+ */
+header('Content-Type: application/json');
+
+$STORAGE = '/opt/weval-l99/data/csat-responses.jsonl';
+@mkdir(dirname($STORAGE), 0755, true);
+
+$action = $_GET['action'] ?? ($_POST['action'] ?? 'stats');
+
+if ($action === 'submit' && $_SERVER['REQUEST_METHOD'] === 'POST') {
+    $rating = intval($_POST['rating'] ?? -1);
+    $context = substr(trim($_POST['context'] ?? ''), 0, 200);
+    $user = substr(trim($_POST['user'] ?? 'anonymous'), 0, 60);
+    if ($rating < 1 || $rating > 5) {
+        echo json_encode(['ok'=>false,'error'=>'invalid_rating','expected'=>'1-5']);
+        exit;
+    }
+    @file_put_contents($STORAGE, json_encode(['ts'=>date('c'),'rating'=>$rating,'context'=>$context,'user'=>$user])."\n", FILE_APPEND | LOCK_EX);
+    echo json_encode(['ok'=>true,'recorded'=>true]);
+    exit;
+}
+
+$responses = [];
+if (is_readable($STORAGE)) {
+    foreach (file($STORAGE) as $line) {
+        $r = @json_decode(trim($line), true);
+        if ($r && isset($r['rating'])) $responses[] = $r;
+    }
+}
+
+$n = count($responses);
+if ($n === 0) {
+    echo json_encode(['ok'=>true,'source'=>'sovereign_jsonl','ts'=>date('c'),'csat_score_pct'=>0,'responses_total'=>0,'status'=>'wire_needed','drill'=>'No ratings yet. POST /api/csat-api.php?action=submit']);
+    exit;
+}
+
+// CSAT = % ratings >= 4 (out of 5)
+$satisfied = 0;
+foreach ($responses as $r) if ($r['rating'] >= 4) $satisfied++;
+$pct = round(($satisfied / $n) * 100);
+
+echo json_encode([
+    'ok'=>true,
+    'source'=>'sovereign_jsonl',
+    'ts'=>date('c'),
+    'csat_score_pct'=>$pct,
+    'responses_total'=>$n,
+    'satisfied_count'=>$satisfied,
+    'status'=>$pct >= 85 ? 'ok' : ($pct > 0 ? 'warn' : 'wire_needed'),
+    'drill'=>"% ratings >=4 out of 5",
+]);
--- a/api/em-kpi-cache.json
+++ b/api/em-kpi-cache.json
@@ -1,281 +0,0 @@
-{
-    "ts": "2026-04-21T20:50:02+00:00",
-    "server": "s204",
-    "s204": {
-        "load": 2.11,
-        "uptime": "2026-04-14 11:51:24",
-        "ram_total_mb": 31335,
-        "ram_used_mb": 12424,
-        "ram_free_mb": 18910,
-        "disk_total": "150G",
-        "disk_used": "118G",
-        "disk_free": "27G",
-        "disk_pct": "82%",
-        "fpm_workers": 141,
-        "docker_containers": 19,
-        "cpu_cores": 8
-    },
-    "s95": {
-        "load": 0,
-        "disk_pct": "81%",
-        "status": "UP",
-        "ram_total_mb": 15610,
-        "ram_free_mb": 12055
-    },
-    "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": 317,
-        "php_apis": 833,
-        "wiki_entries": 2066,
-        "vault_doctrines": 84,
-        "vault_sessions": 104,
-        "vault_decisions": 12
-    },
-    "tools": {
-        "total": 630,
-        "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": 161733,
-        "with_email": 110639,
-        "with_phone": 155151,
-        "gap_email": 51094,
-        "pct_email": 68.4,
-        "pct_phone": 95.9,
-        "by_country": [
-            {
-                "country": "DZ",
-                "hcps": 122337,
-                "with_email": 78531,
-                "with_tel": 119396,
-                "pct_email": 64.2,
-                "pct_tel": 97.6
-            },
-            {
-                "country": "MA",
-                "hcps": 19723,
-                "with_email": 15080,
-                "with_tel": 18737,
-                "pct_email": 76.5,
-                "pct_tel": 95
-            },
-            {
-                "country": "TN",
-                "hcps": 17794,
-                "with_email": 15149,
-                "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 5 days",
-            "ports": ""
-        },
-        {
-            "name": "listmonk",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-db-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-events-db-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "n8n-docker-n8n-1",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "mattermost-docker-mm-db-1",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "mattermost-docker-mattermost-1",
-            "status": "Up 5 days (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "twenty",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "twenty-redis",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "langfuse",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "redis-weval",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "gitea",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "node-exporter",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "prometheus",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "searxng",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "uptime-kuma",
-            "status": "Up 45 hours (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "vaultwarden",
-            "status": "Up 7 days (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "qdrant",
-            "status": "Up 7 days",
-            "ports": ""
-        }
-    ],
-    "crons": {
-        "active": 35
-    },
-    "git": {
-        "head": "151ffbae6 auto-sync-2250",
-        "dirty": 2,
-        "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": 3949,
-    "health": {
-        "score": 5,
-        "max": 6,
-        "pct": 83
-    },
-    "elapsed_ms": 10338
-}
--- a/api/feature-adoption.php
+++ b/api/feature-adoption.php
@@ -0,0 +1,96 @@
+<?php
+/**
+ * WEVAL Feature Adoption Tracker sovereign 21avr2026
+ * Track which modules/widgets/features users interact with per session
+ * Storage: /opt/weval-l99/data/feature-adoption.jsonl
+ * 
+ * GET  ?action=stats   -> adoption rate KPI
+ * POST ?action=track   -> log feature use (feature, user, session_id)
+ * GET  ?action=list    -> features inventory
+ */
+header("Content-Type: application/json");
+header("Access-Control-Allow-Origin: *");
+
+$STORAGE = "/opt/weval-l99/data/feature-adoption.jsonl";
+$INVENTORY = "/opt/weval-l99/data/feature-inventory.json";
+@mkdir(dirname($STORAGE), 0755, true);
+
+// Default inventory if not exists
+if (!file_exists($INVENTORY)) {
+    $default_features = [
+        "wtp_dashboard", "wtp_pilotage_widget", "wtp_sparklines", "wtp_l99_brain",
+        "wevia_master_chat", "wevia_orchestrator", "all_ia_hub", "agents_archi",
+        "architecture_live", "openclaw", "nonreg_dashboard", "stripe_live",
+        "ethica_hcp", "wevads_ia", "director_chat", "orphans_hub",
+        "wikidoc", "vault_manager", "nps_feedback", "csat_rating", "ticket_create"
+    ];
+    @file_put_contents($INVENTORY, json_encode(["features" => $default_features, "total" => count($default_features)]));
+}
+
+$action = $_GET["action"] ?? ($_POST["action"] ?? "stats");
+
+if ($action === "track" && $_SERVER["REQUEST_METHOD"] === "POST") {
+    $feature = substr(trim($_POST["feature"] ?? ""), 0, 80);
+    $user = substr(trim($_POST["user"] ?? "anonymous"), 0, 60);
+    $session = substr(trim($_POST["session_id"] ?? ""), 0, 40);
+    if (!$feature) {
+        echo json_encode(["ok"=>false,"error"=>"feature_required"]);
+        exit;
+    }
+    $record = ["ts"=>date("c"),"feature"=>$feature,"user"=>$user,"session_id"=>$session];
+    @file_put_contents($STORAGE, json_encode($record)."\n", FILE_APPEND | LOCK_EX);
+    echo json_encode(["ok"=>true,"tracked"=>$feature]);
+    exit;
+}
+
+if ($action === "list") {
+    $inv = @json_decode(@file_get_contents($INVENTORY), true);
+    echo json_encode($inv ?: ["features"=>[],"total"=>0]);
+    exit;
+}
+
+// stats = adoption rate calculation
+$inv = @json_decode(@file_get_contents($INVENTORY), true);
+$total_features = intval($inv["total"] ?? 0);
+
+$used_features = [];
+$events = [];
+if (is_readable($STORAGE)) {
+    foreach (file($STORAGE) as $line) {
+        $r = @json_decode(trim($line), true);
+        if ($r && isset($r["feature"])) {
+            $used_features[$r["feature"]] = ($used_features[$r["feature"]] ?? 0) + 1;
+            $events[] = $r;
+        }
+    }
+}
+
+$adopted = count($used_features);
+$adoption_rate = $total_features > 0 ? round(($adopted / $total_features) * 100) : 0;
+
+// 7d & 30d activity
+$now = time();
+$evt_7d = 0; $evt_30d = 0;
+$users_7d = []; $users_30d = [];
+foreach ($events as $e) {
+    $t = strtotime($e["ts"]);
+    if ($t >= $now - 7*86400)  { $evt_7d++;  $users_7d[$e["user"] ?? ""] = true; }
+    if ($t >= $now - 30*86400) { $evt_30d++; $users_30d[$e["user"] ?? ""] = true; }
+}
+
+echo json_encode([
+    "ok"=>true,
+    "source"=>"sovereign_jsonl_tracker",
+    "ts"=>date("c"),
+    "adoption_rate_pct"=>$adoption_rate,
+    "features_total"=>$total_features,
+    "features_adopted"=>$adopted,
+    "features_top5"=>array_slice(array_reverse(array_keys($used_features)), 0, 5),
+    "events_total"=>count($events),
+    "events_7d"=>$evt_7d,
+    "events_30d"=>$evt_30d,
+    "unique_users_7d"=>count($users_7d),
+    "unique_users_30d"=>count($users_30d),
+    "status"=>count($events)===0 ? "wire_needed" : ($adoption_rate >= 70 ? "ok" : "warn"),
+    "drill"=>"Features used / Features available · Track via POST ?action=track",
+]);
--- a/api/mql-scoring-status.json
+++ b/api/mql-scoring-status.json
@@ -1,27 +1,27 @@
 {
    "ok": true,
    "agent": "V42_MQL_Scoring_Agent_REAL",
-    "ts": "2026-04-21T20:50:02+00:00",
+    "ts": "2026-04-21T21:40:01+00:00",
    "status": "DEPLOYED_AUTO",
    "deployed": true,
    "algorithm": "weighted_behavioral_signals",
    "signals_tracked": {
-        "wtp_engagement": 70,
+        "wtp_engagement": 100,
        "chat_engagement": 0,
        "roi_tool": 0,
        "email_opened": 0
    },
-    "avg_score": 17.5,
+    "avg_score": 25,
    "mql_threshold": 50,
    "sql_threshold": 75,
    "leads_captured": 48,
-    "mql_auto_scored": 19,
+    "mql_auto_scored": 20,
    "sql_auto_scored": 8,
-    "mql_auto_pct": 39,
+    "mql_auto_pct": 41,
    "improvement_vs_manual": {
        "before_manual_pct": 33.3,
-        "after_auto_pct": 39,
-        "delta": 5.700000000000003
+        "after_auto_pct": 41,
+        "delta": 7.700000000000003
    },
    "paperclip_db_ok": true,
    "paperclip_tables": 1,
--- a/api/nps-collector.php
+++ b/api/nps-collector.php
@@ -0,0 +1,65 @@
+<?php
+/**
+ * WEVAL NPS Collector - sovereign 21avr2026
+ * Zero external tool (Typeform/etc). Local JSONL storage.
+ * GET  /api/nps-collector.php?action=stats   -> KPI ready
+ * POST /api/nps-collector.php?action=submit  -> save response (score 0-10, comment)
+ */
+header('Content-Type: application/json');
+
+$STORAGE = '/opt/weval-l99/data/nps-responses.jsonl';
+@mkdir(dirname($STORAGE), 0755, true);
+
+$action = $_GET['action'] ?? ($_POST['action'] ?? 'stats');
+
+if ($action === 'submit' && $_SERVER['REQUEST_METHOD'] === 'POST') {
+    $score = intval($_POST['score'] ?? -1);
+    $comment = substr(trim($_POST['comment'] ?? ''), 0, 500);
+    $user = substr(trim($_POST['user'] ?? 'anonymous'), 0, 60);
+    if ($score < 0 || $score > 10) {
+        echo json_encode(['ok'=>false,'error'=>'invalid_score','expected'=>'0-10']);
+        exit;
+    }
+    $record = ['ts'=>date('c'),'score'=>$score,'comment'=>$comment,'user'=>$user,'ip'=>$_SERVER['REMOTE_ADDR']??''];
+    @file_put_contents($STORAGE, json_encode($record)."\n", FILE_APPEND | LOCK_EX);
+    echo json_encode(['ok'=>true,'recorded'=>$record]);
+    exit;
+}
+
+// stats = NPS score aggregation
+$responses = [];
+if (is_readable($STORAGE)) {
+    foreach (file($STORAGE) as $line) {
+        $r = @json_decode(trim($line), true);
+        if ($r && isset($r['score'])) $responses[] = $r;
+    }
+}
+
+$n = count($responses);
+if ($n === 0) {
+    echo json_encode(['ok'=>true,'source'=>'sovereign_jsonl','ts'=>date('c'),'nps_score'=>0,'responses_total'=>0,'promoters'=>0,'passives'=>0,'detractors'=>0,'status'=>'wire_needed','drill'=>'No responses yet. Post to this endpoint with score+comment.','endpoint_submit'=>'/api/nps-collector.php?action=submit']);
+    exit;
+}
+
+$promoters = 0; $passives = 0; $detractors = 0;
+foreach ($responses as $r) {
+    $s = $r['score'];
+    if ($s >= 9) $promoters++;
+    elseif ($s >= 7) $passives++;
+    else $detractors++;
+}
+$nps = round((($promoters - $detractors) / $n) * 100);
+
+echo json_encode([
+    'ok'=>true,
+    'source'=>'sovereign_jsonl',
+    'ts'=>date('c'),
+    'nps_score'=>$nps,
+    'responses_total'=>$n,
+    'promoters'=>$promoters,
+    'passives'=>$passives,
+    'detractors'=>$detractors,
+    'status'=>$nps >= 50 ? 'ok' : ($nps >= 0 ? 'warn' : 'fail'),
+    'drill'=>"NPS = ((promoters - detractors) / total) * 100",
+    'recent_comments'=>array_slice(array_reverse(array_column($responses, 'comment')), 0, 5),
+]);
--- a/api/oss-manifest.php
+++ b/api/oss-manifest.php
@@ -0,0 +1,11 @@
+<?php
+// Wave 222 · /api/oss-manifest.php · serves /opt/oss/manifest.json
+@require_once __DIR__ . "/wevia-sanitizer-guard.php";
+header("Content-Type: application/json; charset=utf-8");
+header("Access-Control-Allow-Origin: *");
+$path = "/opt/oss/manifest.json";
+if (file_exists($path)) {
+    echo @file_get_contents($path);
+} else {
+    echo json_encode(["error" => "manifest_not_found"]);
+}
--- a/api/oss-trending.json
+++ b/api/oss-trending.json
@@ -10,7 +10,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.914789"
+    "discovered": "2026-04-21T23:00:03.489531"
  },
  {
    "name": "wevia-brain",
@@ -23,7 +23,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:05.062894"
+    "discovered": "2026-04-21T23:00:03.677956"
  },
  {
    "name": "skills",
@@ -36,7 +36,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.676231"
+    "discovered": "2026-04-21T23:00:03.214198"
  },
  {
    "name": "everything-claude-code",
@@ -49,7 +49,7 @@
    "has_docker": false,
    "wired": true,
    "description": "**Language:** English | [Português (Brasil)](docs/pt-BR/README.md) | [简体中文](README.zh-CN.md) | [繁體中文](docs/zh-TW/README.md) | [日本語](docs/ja-JP/README.",
-    "discovered": "2026-04-21T22:00:03.793286"
+    "discovered": "2026-04-21T23:00:02.916745"
  },
  {
    "name": "open-webui-fresh",
@@ -62,7 +62,7 @@
    "has_docker": true,
    "wired": true,
    "description": "# Open WebUI 👋  ![GitHub stars](https://img.shields.io/github/stars/open-webui/open-webui?style=social) ![GitHub forks](https://img.shields.io/github/",
-    "discovered": "2026-04-21T22:00:04.235093"
+    "discovered": "2026-04-21T23:00:03.083424"
  },
  {
    "name": "weval-nonreg",
@@ -75,7 +75,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.955427"
+    "discovered": "2026-04-21T23:00:03.511255"
  },
  {
    "name": "activepieces",
@@ -88,7 +88,7 @@
    "has_docker": true,
    "wired": true,
    "description": " <h1 align=\"center\">   <a     target=\"_blank\"     href=\"https://activepieces.com\"   >     <img       align=\"center\"       alt=\"Activepieces\" src=\"http",
-    "discovered": "2026-04-21T22:00:03.392774"
+    "discovered": "2026-04-21T23:00:02.733553"
  },
  {
    "name": "oh-my-claudecode",
@@ -101,7 +101,7 @@
    "has_docker": false,
    "wired": true,
    "description": "English | [한국어](README.ko.md) | [中文](README.zh.md) | [日本語](README.ja.md) | [Español](README.es.md) | [Tiếng Việt](README.vi.md) | [Português](README.p",
-    "discovered": "2026-04-21T22:00:04.191178"
+    "discovered": "2026-04-21T23:00:03.076639"
  },
  {
    "name": "mxyhi_ok-skills",
@@ -114,7 +114,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# OK Skills: AI Coding Agent Skills for Codex, Claude Code, Cursor, OpenClaw, and More  English | [简体中文](README.zh-CN.md) | [繁體中文](README.zh-TW.md) | ",
-    "discovered": "2026-04-21T22:00:04.140337"
+    "discovered": "2026-04-21T23:00:03.045553"
  },
  {
    "name": "SuperClaude_Framework",
@@ -127,7 +127,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<div align=\"center\">  # 🚀 SuperClaude Framework  [![Run in Smithery](https://smithery.ai/badge/skills/SuperClaude-Org)](https://smithery.ai/skills?ns=",
-    "discovered": "2026-04-21T22:00:03.338813"
+    "discovered": "2026-04-21T23:00:02.724729"
  },
  {
    "name": "paperclip-weval",
@@ -140,7 +140,7 @@
    "has_docker": true,
    "wired": true,
    "description": "<p align=\"center\">   <img src=\"doc/assets/header.png\" alt=\"Paperclip — runs your business\" width=\"720\" /> </p>  <p align=\"center\">   <a href=\"#quickst",
-    "discovered": "2026-04-21T22:00:04.382601"
+    "discovered": "2026-04-21T23:00:03.101166"
  },
  {
    "name": "vllm",
@@ -153,7 +153,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<!-- markdownlint-disable MD001 MD041 --> <p align=\"center\">   <picture>     <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://raw.githubus",
-    "discovered": "2026-04-21T22:00:04.795760"
+    "discovered": "2026-04-21T23:00:03.331344"
  },
  {
    "name": "deer-flow",
@@ -166,7 +166,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# 🦌 DeerFlow - 2.0  English | [中文](./README_zh.md) | [日本語](./README_ja.md) | [Français](./README_fr.md) | [Русский](./README_ru.md)  [![Python](https:",
-    "discovered": "2026-04-21T22:00:03.779082"
+    "discovered": "2026-04-21T23:00:02.911717"
  },
  {
    "name": "system-prompts-ai",
@@ -179,7 +179,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<p align=\"center\">   Support my work here:    <a href=\"https://bags.fm/DEffWzJyaFRNyA4ogUox631hfHuv3KLeCcpBh2ipBAGS\">Bags.fm</a> •   <a href=\"https://",
-    "discovered": "2026-04-21T22:00:04.746248"
+    "discovered": "2026-04-21T23:00:03.243756"
  },
  {
    "name": "librechat",
@@ -192,7 +192,7 @@
    "has_docker": true,
    "wired": true,
    "description": "<p align=\"center\">   <a href=\"https://librechat.ai\">     <img src=\"client/public/assets/logo.svg\" height=\"256\">   </a>   <h1 align=\"center\">     <a hr",
-    "discovered": "2026-04-21T22:00:03.828621"
+    "discovered": "2026-04-21T23:00:02.963361"
  },
  {
    "name": "listmonk",
@@ -205,7 +205,7 @@
    "has_docker": true,
    "wired": true,
    "description": "<a href=\"https://zerodha.tech\"><img src=\"https://zerodha.tech/static/images/github-badge.svg\" align=\"right\" /></a>  [![listmonk-logo](https://user-ima",
-    "discovered": "2026-04-21T22:00:03.838745"
+    "discovered": "2026-04-21T23:00:02.969631"
  },
  {
    "name": "claw-code",
@@ -218,7 +218,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<div align=\"center\"> <img src=\"https://github.com/2214962083/2214962083/assets/34775414/a48b745f-c803-4884-95a8-26c63f7f5b53\" alt=\"icon\"/>  <h1 align=",
-    "discovered": "2026-04-21T22:00:03.756732"
+    "discovered": "2026-04-21T23:00:02.901645"
  },
  {
    "name": "rnd-edict",
@@ -231,7 +231,7 @@
    "has_docker": true,
    "wired": true,
    "description": "<h1 align=\"center\">⚔️ 三省六部 · Edict</h1>  <p align=\"center\">   <strong>我用 1300 年前的帝国制度，重新设计了 AI 多 Agent 协作架构。<br>结果发现，古人比现代 AI 框架更懂分权制衡。</strong> </p> ",
-    "discovered": "2026-04-21T22:00:04.616061"
+    "discovered": "2026-04-21T23:00:03.196473"
  },
  {
    "name": "anythingllm",
@@ -244,7 +244,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<a name=\"readme-top\"></a>  <p align=\"center\">   <a href=\"https://anythingllm.com\"><img src=\"https://github.com/Mintplex-Labs/anything-llm/blob/master/",
-    "discovered": "2026-04-21T22:00:03.519714"
+    "discovered": "2026-04-21T23:00:02.808930"
  },
  {
    "name": "modelscope-hub",
@@ -257,7 +257,7 @@
    "has_docker": false,
    "wired": true,
    "description": " <p align=\"center\">     <br>     <img src=\"https://modelscope.oss-cn-beijing.aliyuncs.com/modelscope.gif\" width=\"400\"/>     <br> <p>  <div align=\"cent",
-    "discovered": "2026-04-21T22:00:04.104535"
+    "discovered": "2026-04-21T23:00:03.021404"
  },
  {
    "name": "antigravity-awesome-skills",
@@ -270,7 +270,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<!-- registry-sync: version=9.4.0; skills=1340; stars=28867; updated_at=2026-03-31T16:30:41+00:00 --> # 🌌 Antigravity Awesome Skills: 1,340+ Agentic S",
-    "discovered": "2026-04-21T22:00:03.484821"
+    "discovered": "2026-04-21T23:00:02.778261"
  },
  {
    "name": "deepagent",
@@ -283,7 +283,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# DeepAgents 기반 Research Multi Agent System  Agent 2.0 Paradigm 을 잘 구현하는 DeepAgent 를 활용해서, FileSystem 기반 Context Engineering 을 원활히 수행하는 Research 용 Mul",
-    "discovered": "2026-04-21T22:00:03.777148"
+    "discovered": "2026-04-21T23:00:02.904580"
  },
  {
    "name": "whisper.cpp",
@@ -296,7 +296,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# whisper.cpp  ![whisper.cpp](https://user-images.githubusercontent.com/1991296/235238348-05d0f6a4-da44-4900-a1de-d0707e75b763.jpeg)  [![Actions Statu",
-    "discovered": "2026-04-21T22:00:05.086966"
+    "discovered": "2026-04-21T23:00:03.725428"
  },
  {
    "name": "weval-ops",
@@ -309,7 +309,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.972820"
+    "discovered": "2026-04-21T23:00:03.547920"
  },
  {
    "name": "rnd-astron-agent",
@@ -322,7 +322,7 @@
    "has_docker": false,
    "wired": true,
    "description": "[![Astron_Readme](./docs/imgs/Astron_Readme.png)](https://agent.xfyun.cn)  <div align=\"center\">  [![License](https://img.shields.io/badge/license-apac",
-    "discovered": "2026-04-21T22:00:04.613663"
+    "discovered": "2026-04-21T23:00:03.186192"
  },
  {
    "name": "sovereign-api",
@@ -335,7 +335,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.716026"
+    "discovered": "2026-04-21T23:00:03.220325"
  },
  {
    "name": "autogen",
@@ -348,7 +348,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<a name=\"readme-top\"></a>  <div align=\"center\"> <img src=\"https://microsoft.github.io/autogen/0.2/img/ag.svg\" alt=\"AutoGen Logo\" width=\"100\">  [![Twit",
-    "discovered": "2026-04-21T22:00:03.572630"
+    "discovered": "2026-04-21T23:00:02.847562"
  },
  {
    "name": "HolyClaude",
@@ -361,7 +361,7 @@
    "has_docker": true,
    "wired": true,
    "description": "🌍 **English** | [Español](docs/translations/README.es.md) | [Français](docs/translations/README.fr.md) | [Italiano](docs/translations/README.it.md) | ",
-    "discovered": "2026-04-21T22:00:03.281165"
+    "discovered": "2026-04-21T23:00:02.687576"
  },
  {
    "name": "aios",
@@ -374,7 +374,7 @@
    "has_docker": true,
    "wired": true,
    "description": "# AIOS: AI Agent Operating System  <a href='https://arxiv.org/abs/2403.16971'><img src='https://img.shields.io/badge/Paper-PDF-red'></a> <a href='http",
-    "discovered": "2026-04-21T22:00:03.441512"
+    "discovered": "2026-04-21T23:00:02.761010"
  },
  {
    "name": "rnd-agent-framework",
@@ -387,7 +387,7 @@
    "has_docker": false,
    "wired": true,
    "description": "![Microsoft Agent Framework](docs/assets/readme-banner.png)  # Welcome to Microsoft Agent Framework!  [![Microsoft Foundry Discord](https://dcbadge.li",
-    "discovered": "2026-04-21T22:00:04.546905"
+    "discovered": "2026-04-21T23:00:03.171491"
  },
  {
    "name": "awesome-claude-code-toolkit",
@@ -400,7 +400,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# Claude Code Toolkit  **The most comprehensive toolkit for Claude Code -- 135 agents, 35 curated skills (+400,000 via [SkillKit](https://agenstskills",
-    "discovered": "2026-04-21T22:00:03.693104"
+    "discovered": "2026-04-21T23:00:02.892149"
  },
  {
    "name": "mirofish",
@@ -413,7 +413,7 @@
    "has_docker": true,
    "wired": true,
    "description": "<div align=\"center\">  <img src=\"./static/image/MiroFish_logo_compressed.jpeg\" alt=\"MiroFish Logo\" width=\"75%\"/>  <a href=\"https://trendshift.io/reposi",
-    "discovered": "2026-04-21T22:00:04.078280"
+    "discovered": "2026-04-21T23:00:03.009511"
  },
  {
    "name": "claude-mem",
@@ -426,7 +426,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# claude-code-auto-memory  **Your CLAUDE.md, always in sync.** Minimal tokens. Zero config. Just works.  A Claude Code plugin that watches what Claude",
-    "discovered": "2026-04-21T22:00:03.698537"
+    "discovered": "2026-04-21T23:00:02.897439"
  },
  {
    "name": "huggingface-skills",
@@ -439,7 +439,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# Hugging Face Skills  Hugging Face Skills are definitions for AI/ML tasks like dataset creation, model training, and evaluation. They are interoperab",
-    "discovered": "2026-04-21T22:00:03.809748"
+    "discovered": "2026-04-21T23:00:02.925409"
  },
  {
    "name": "wevads",
@@ -452,7 +452,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.846091"
+    "discovered": "2026-04-21T23:00:03.419910"
  },
  {
    "name": "supermemory",
@@ -465,7 +465,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<p align=\"center\">   <picture>     <source srcset=\"apps/web/public/logo-fullmark.svg\" media=\"(prefers-color-scheme: dark)\">     <source srcset=\"apps/w",
-    "discovered": "2026-04-21T22:00:04.736445"
+    "discovered": "2026-04-21T23:00:03.226663"
  },
  {
    "name": "fmgapp",
@@ -478,7 +478,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.807956"
+    "discovered": "2026-04-21T23:00:02.922553"
  },
  {
    "name": "obsidian-vault",
@@ -491,7 +491,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.161509"
+    "discovered": "2026-04-21T23:00:03.061732"
  },
  {
    "name": "rnd-agents",
@@ -504,7 +504,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# Claude Code Plugins: Orchestration and Automation  > **⚡ Updated for Opus 4.6, Sonnet 4.6 & Haiku 4.5** — Three-tier model strategy for optimal perf",
-    "discovered": "2026-04-21T22:00:04.577894"
+    "discovered": "2026-04-21T23:00:03.176177"
  },
  {
    "name": "FrancyJGLisboa_agent-skill-creator",
@@ -517,7 +517,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# Agent Skill Creator  **Turn any workflow into reusable AI agent software that installs on 14+ tools — no spec writing, no prompt engineering, no cod",
-    "discovered": "2026-04-21T22:00:03.221142"
+    "discovered": "2026-04-21T23:00:02.659504"
  },
  {
    "name": "skillsmith",
@@ -530,7 +530,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<div align=\"center\">   <img src=\"terminal.svg\" alt=\"Skillsmith terminal\" width=\"740\"/> </div>  <div align=\"center\">  # Skillsmith  **Build consistent ",
-    "discovered": "2026-04-21T22:00:04.697798"
+    "discovered": "2026-04-21T23:00:03.216638"
  },
  {
    "name": "awesome-agent-skills",
@@ -543,7 +543,7 @@
    "has_docker": false,
    "wired": true,
    "description": "<a href=\"https://github.com/VoltAgent/voltagent\">      <img width=\"1500\" height=\"801\" alt=\"claude-skills\" src=\"https://github.com/user-attachments/ass",
-    "discovered": "2026-04-21T22:00:03.624791"
+    "discovered": "2026-04-21T23:00:02.856946"
  },
  {
    "name": "paperclip-skills",
@@ -556,7 +556,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.336361"
+    "discovered": "2026-04-21T23:00:03.097450"
  },
  {
    "name": "jzOcb_writing-style-skill",
@@ -569,7 +569,7 @@
    "has_docker": false,
    "wired": true,
    "description": "# Writing Style Skill  可复用的写作风格 Skill 模板。**内置自动学习** — 从你的修改中自动提取规则，SKILL.md 越用越准。  兼容 **Claude Code** + **OpenClaw (ClawHub)**。  ## 原理  ``` AI 用 SKILL",
-    "discovered": "2026-04-21T22:00:03.818833"
+    "discovered": "2026-04-21T23:00:02.943577"
  },
  {
    "name": "qdrant-data",
@@ -582,7 +582,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.491727"
+    "discovered": "2026-04-21T23:00:03.161515"
  },
  {
    "name": "wazuh",
@@ -595,7 +595,7 @@
    "has_docker": true,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.821072"
+    "discovered": "2026-04-21T23:00:03.389139"
  },
  {
    "name": "plausible",
@@ -608,7 +608,7 @@
    "has_docker": true,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.384789"
+    "discovered": "2026-04-21T23:00:03.123717"
  },
  {
    "name": "pmta",
@@ -621,7 +621,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.425011"
+    "discovered": "2026-04-21T23:00:03.137298"
  },
  {
    "name": "render-configs",
@@ -634,7 +634,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.512799"
+    "discovered": "2026-04-21T23:00:03.165713"
  },
  {
    "name": "searxng",
@@ -647,7 +647,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.655536"
+    "discovered": "2026-04-21T23:00:03.206089"
  },
  {
    "name": "weval-guardian",
@@ -660,7 +660,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.884665"
+    "discovered": "2026-04-21T23:00:03.457554"
  },
  {
    "name": "weval-litellm",
@@ -673,7 +673,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.917338"
+    "discovered": "2026-04-21T23:00:03.491658"
  },
  {
    "name": "weval-security",
@@ -686,7 +686,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:05.041856"
+    "discovered": "2026-04-21T23:00:03.625864"
  },
  {
    "name": "archive",
@@ -699,7 +699,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.557008"
+    "discovered": "2026-04-21T23:00:02.844768"
  },
  {
    "name": "loki",
@@ -712,7 +712,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.979360"
+    "discovered": "2026-04-21T23:00:02.994111"
  },
  {
    "name": "ruflo",
@@ -725,7 +725,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.637108"
+    "discovered": "2026-04-21T23:00:03.203889"
  },
  {
    "name": "twenty",
@@ -738,7 +738,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.769414"
+    "discovered": "2026-04-21T23:00:03.284105"
  },
  {
    "name": "weval-crewai",
@@ -751,7 +751,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.866329"
+    "discovered": "2026-04-21T23:00:03.431483"
  },
  {
    "name": "weval-plugins",
@@ -764,7 +764,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.993748"
+    "discovered": "2026-04-21T23:00:03.568544"
  },
  {
    "name": "weval-radar",
@@ -777,7 +777,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:05.008804"
+    "discovered": "2026-04-21T23:00:03.587907"
  },
  {
    "name": "weval-scrapy",
@@ -790,7 +790,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:05.010801"
+    "discovered": "2026-04-21T23:00:03.608294"
  },
  {
    "name": "langfuse",
@@ -803,7 +803,7 @@
    "has_docker": true,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.820788"
+    "discovered": "2026-04-21T23:00:02.953470"
  },
  {
    "name": "litellm",
@@ -816,7 +816,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.904792"
+    "discovered": "2026-04-21T23:00:02.984227"
  },
  {
    "name": "mattermost-docker",
@@ -829,7 +829,7 @@
    "has_docker": true,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.039945"
+    "discovered": "2026-04-21T23:00:02.998150"
  },
  {
    "name": "prometheus",
@@ -842,7 +842,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.466744"
+    "discovered": "2026-04-21T23:00:03.155605"
  },
  {
    "name": "twenty-compose",
@@ -855,7 +855,7 @@
    "has_docker": true,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:04.793620"
+    "discovered": "2026-04-21T23:00:03.289729"
  },
  {
    "name": "weval-ux",
@@ -868,7 +868,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:05.050057"
+    "discovered": "2026-04-21T23:00:03.659745"
  },
  {
    "name": "wevia-integrity",
@@ -881,7 +881,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:05.075527"
+    "discovered": "2026-04-21T23:00:03.712293"
  },
  {
    "name": "DiffusionDB",
@@ -894,7 +894,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.172024"
+    "discovered": "2026-04-21T23:00:02.579502"
  },
  {
    "name": "LTX-Video",
@@ -907,7 +907,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.336762"
+    "discovered": "2026-04-21T23:00:02.711861"
  },
  {
    "name": "localai",
@@ -920,7 +920,7 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:03.943489"
+    "discovered": "2026-04-21T23:00:02.990022"
  },
  {
    "name": "wevia-finetune",
@@ -933,6 +933,6 @@
    "has_docker": false,
    "wired": true,
    "description": "",
-    "discovered": "2026-04-21T22:00:05.070906"
+    "discovered": "2026-04-21T23:00:03.692226"
  }
 ]
--- a/api/pandasai-ollama-test-result.json
+++ b/api/pandasai-ollama-test-result.json
@@ -0,0 +1,44 @@
+{
+  "ts": "2026-04-21T23:26:25.346919",
+  "wave": 224,
+  "test": "pandasai_ollama_integration",
+  "steps": [
+    {
+      "step": "import pandasai",
+      "ok": true,
+      "version": "2.0.24"
+    },
+    {
+      "step": "import pandas",
+      "ok": true,
+      "version": "2.3.3"
+    },
+    {
+      "step": "create df",
+      "ok": true,
+      "rows": 3,
+      "cols": 2
+    },
+    {
+      "step": "import LocalLLM",
+      "ok": true
+    },
+    {
+      "step": "create Ollama LocalLLM",
+      "ok": true,
+      "model": "llama3.2:latest",
+      "api": "localhost:11434/v1"
+    },
+    {
+      "step": "import SmartDataframe",
+      "ok": true
+    },
+    {
+      "step": "create SmartDataframe",
+      "ok": true,
+      "class": "SmartDataframe"
+    }
+  ],
+  "integration_ok": true,
+  "message": "pandasai 2.0.24 + Ollama llama3.2 integration LOADED (ready for LLM queries)"
+}
--- a/api/pandasai-real-query-result.json
+++ b/api/pandasai-real-query-result.json
@@ -0,0 +1 @@
+{"ok": true, "query": "sum of mrr_eur", "expected": 3000, "llm_answer": "3000", "duration_s": 43.1}
--- a/api/tickets-api.php
+++ b/api/tickets-api.php
@@ -0,0 +1,63 @@
+<?php
+/**
+ * WEVAL Support Tickets sovereign 21avr2026
+ * Local JSONL + status tracking (open/resolved/closed)
+ * Storage: /opt/weval-l99/data/tickets.jsonl
+ */
+header('Content-Type: application/json');
+
+$STORAGE = '/opt/weval-l99/data/tickets.jsonl';
+@mkdir(dirname($STORAGE), 0755, true);
+
+$action = $_GET['action'] ?? ($_POST['action'] ?? 'stats');
+
+if ($action === 'create' && $_SERVER['REQUEST_METHOD'] === 'POST') {
+    $subject = substr(trim($_POST['subject'] ?? ''), 0, 200);
+    $body = substr(trim($_POST['body'] ?? ''), 0, 2000);
+    $user = substr(trim($_POST['user'] ?? 'anonymous'), 0, 60);
+    $priority = in_array($_POST['priority'] ?? '', ['low','medium','high','critical']) ? $_POST['priority'] : 'medium';
+    if (!$subject) {
+        echo json_encode(['ok'=>false,'error'=>'subject_required']);
+        exit;
+    }
+    $id = 'TKT-' . date('Ymd') . '-' . substr(md5($subject.microtime()), 0, 6);
+    $record = ['ts'=>date('c'),'id'=>$id,'status'=>'open','subject'=>$subject,'body'=>$body,'user'=>$user,'priority'=>$priority,'resolved_at'=>null];
+    @file_put_contents($STORAGE, json_encode($record)."\n", FILE_APPEND | LOCK_EX);
+    echo json_encode(['ok'=>true,'ticket_id'=>$id]);
+    exit;
+}
+
+$tickets = [];
+if (is_readable($STORAGE)) {
+    foreach (file($STORAGE) as $line) {
+        $r = @json_decode(trim($line), true);
+        if ($r) $tickets[] = $r;
+    }
+}
+
+// Stats
+$total = count($tickets);
+$open = 0; $resolved = 0; $mttr_hours = 0; $mttr_count = 0;
+foreach ($tickets as $t) {
+    if ($t['status'] === 'open') $open++;
+    elseif ($t['status'] === 'resolved' || $t['status'] === 'closed') {
+        $resolved++;
+        if (!empty($t['resolved_at'])) {
+            $delta = (strtotime($t['resolved_at']) - strtotime($t['ts'])) / 3600;
+            if ($delta > 0) { $mttr_hours += $delta; $mttr_count++; }
+        }
+    }
+}
+$mttr = $mttr_count > 0 ? round($mttr_hours / $mttr_count, 1) : 0;
+
+echo json_encode([
+    'ok'=>true,
+    'source'=>'sovereign_jsonl',
+    'ts'=>date('c'),
+    'tickets_total'=>$total,
+    'tickets_open'=>$open,
+    'tickets_resolved'=>$resolved,
+    'mttr_hours'=>$mttr,
+    'status'=>$open === 0 && $total === 0 ? 'wire_needed' : ($open <= 5 ? 'ok' : 'warn'),
+    'endpoint_create'=>'/api/tickets-api.php?action=create',
+]);
--- a/api/ux-agent-report.json
+++ b/api/ux-agent-report.json
@@ -1,5 +1,5 @@
 {
-  "timestamp": "2026-04-21T22:30:12",
+  "timestamp": "2026-04-21T23:30:12",
  "features": {
    "total": 36,
    "pass": 35
@@ -13,7 +13,7 @@
  "score": 97.2,
  "log": [
    "=== UX AGENT v1.0 ===",
-    "Time: 2026-04-21 22:30:01",
+    "Time: 2026-04-21 23:30:02",
    "  core: 4/4",
    "  layout: 3/4",
    "  interaction: 6/6",
--- a/api/v83-business-kpi-latest.json
+++ b/api/v83-business-kpi-latest.json
@@ -1,12 +1,12 @@
 {
    "ok": true,
    "version": "V83-business-kpi",
-    "ts": "2026-04-21T20:50:17+00:00",
+    "ts": "2026-04-21T21:42:45+00:00",
    "summary": {
        "total_categories": 8,
        "total_kpis": 64,
-        "ok": 41,
-        "warn": 20,
+        "ok": 47,
+        "warn": 14,
        "fail": 0,
        "wire_needed": 3,
        "data_completeness_pct": 95.3
--- a/api/weval-feature-tracker.js
+++ b/api/weval-feature-tracker.js
@@ -0,0 +1,131 @@
+/**
+ * WEVAL Feature Tracker + NPS Popup + CSAT autolink
+ * Zero external deps. Zero cookies. sessionStorage only.
+ * Auto-injects: track current page as feature + show NPS popup after 10 queries
+ */
+(function(){
+  if(window.__WEVAL_TRACKER_LOADED__) return;
+  window.__WEVAL_TRACKER_LOADED__ = true;
+  
+  var path = window.location.pathname.replace(/^\/+|\.html$/g,'').replace(/\//g,'_') || 'index';
+  var feature = path.toLowerCase();
+  var user = (function(){
+    try { return localStorage.getItem('weval_user') || 'anonymous'; } catch(e) { return 'anonymous'; }
+  })();
+  var sessionId = (function(){
+    try {
+      var s = sessionStorage.getItem('weval_session_id');
+      if(!s) { s = 's_' + Date.now() + '_' + Math.random().toString(36).slice(2,8); sessionStorage.setItem('weval_session_id', s); }
+      return s;
+    } catch(e) { return 's_na'; }
+  })();
+  
+  // 1. Track feature once per session per page
+  try {
+    var key = 'weval_tracked_' + feature;
+    if(!sessionStorage.getItem(key)) {
+      sessionStorage.setItem(key, '1');
+      var fd = new FormData();
+      fd.append('action','track'); fd.append('feature',feature); fd.append('user',user); fd.append('session_id',sessionId);
+      fetch('/api/feature-adoption.php?action=track', {method:'POST', body:fd}).catch(function(){});
+    }
+  } catch(e){}
+  
+  // 2. Query counter for NPS popup trigger (only on wevia-master + all-ia-hub + wtp)
+  var qCounterPages = ['wevia-master','all-ia-hub','weval-technology-platform','wevia-orchestrator'];
+  if(qCounterPages.indexOf(feature) >= 0) {
+    try {
+      var qKey = 'weval_query_count';
+      var npsShown = localStorage.getItem('weval_nps_shown_30d');
+      var now = Date.now();
+      // NPS not shown in last 30d
+      if(!npsShown || (now - parseInt(npsShown)) > 30*86400000) {
+        // Count queries - increment on every significant interaction
+        document.addEventListener('click', function(e){
+          var tgt = e.target;
+          // Count clicks on buttons/send actions only
+          if(tgt.matches && (tgt.matches('button, [type="submit"], .btn, .send-button, [onclick*="send"]') || (tgt.closest && tgt.closest('button, .btn')))) {
+            var count = parseInt(localStorage.getItem(qKey) || '0') + 1;
+            localStorage.setItem(qKey, count);
+            if(count >= 10 && !document.getElementById('weval-nps-popup-el')) {
+              showNPSPopup();
+            }
+          }
+        }, true);
+      }
+    } catch(e){}
+  }
+  
+  // 3. NPS Popup injection
+  function showNPSPopup() {
+    var pop = document.createElement('div');
+    pop.id = 'weval-nps-popup-el';
+    pop.innerHTML = [
+      '<div id="weval-nps-overlay" style="position:fixed;inset:0;background:rgba(0,0,0,.6);z-index:99999;display:flex;align-items:center;justify-content:center;backdrop-filter:blur(4px);font-family:system-ui,sans-serif">',
+      '<div style="background:linear-gradient(135deg,#0f172a,#1e293b);border:1px solid #334a7a;border-radius:12px;padding:28px;max-width:480px;width:90%;box-shadow:0 20px 60px rgba(0,0,0,.5)">',
+      '<div style="display:flex;justify-content:space-between;align-items:start;margin-bottom:16px">',
+      '<h2 style="margin:0;color:#e2e8f0;font-size:19px">Comment notez-vous WEVAL ?</h2>',
+      '<button id="weval-nps-close" style="background:none;border:none;color:#64748b;font-size:22px;cursor:pointer;line-height:1" aria-label="Fermer">&times;</button>',
+      '</div>',
+      '<p style="margin:0 0 18px 0;color:#94a3b8;font-size:13.5px;line-height:1.5">Sur une échelle de 0 à 10, recommanderiez-vous WEVAL à un collègue ?</p>',
+      '<div id="weval-nps-scores" style="display:grid;grid-template-columns:repeat(11,1fr);gap:4px;margin-bottom:16px"></div>',
+      '<textarea id="weval-nps-comment" placeholder="Commentaire optionnel..." style="width:100%;padding:10px;background:rgba(255,255,255,.04);border:1px solid rgba(255,255,255,.1);border-radius:6px;color:#e2e8f0;font-size:13px;font-family:inherit;resize:vertical;min-height:60px;box-sizing:border-box"></textarea>',
+      '<div id="weval-nps-thanks" style="display:none;margin-top:14px;padding:10px;background:rgba(16,185,129,.12);border:1px solid rgba(16,185,129,.3);border-radius:6px;color:#6ee7b7;font-size:13px;text-align:center">Merci pour votre retour !</div>',
+      '<div style="margin-top:14px;display:flex;gap:8px;justify-content:flex-end">',
+      '<button id="weval-nps-later" style="padding:8px 14px;background:rgba(255,255,255,.06);border:1px solid rgba(255,255,255,.12);color:#94a3b8;border-radius:6px;cursor:pointer;font-size:12px">Plus tard</button>',
+      '<button id="weval-nps-submit" disabled style="padding:8px 14px;background:#3b82f6;border:none;color:#fff;border-radius:6px;cursor:pointer;font-size:12px;font-weight:600;opacity:.5">Envoyer</button>',
+      '</div></div></div>'
+    ].join('');
+    document.body.appendChild(pop);
+    // Score buttons 0-10
+    var scoresDiv = document.getElementById('weval-nps-scores');
+    var selectedScore = null;
+    for(var i=0;i<=10;i++){
+      (function(score){
+        var b = document.createElement('button');
+        b.textContent = score;
+        b.style.cssText = 'padding:10px 4px;background:rgba(255,255,255,.05);border:1px solid rgba(255,255,255,.12);color:#cbd5e1;border-radius:6px;cursor:pointer;font-size:13px;font-weight:600;transition:all .12s';
+        b.onmouseover = function(){ if(selectedScore!==score){ this.style.background='rgba(59,130,246,.15)'; this.style.borderColor='#3b82f6'; } };
+        b.onmouseout = function(){ if(selectedScore!==score){ this.style.background='rgba(255,255,255,.05)'; this.style.borderColor='rgba(255,255,255,.12)'; } };
+        b.onclick = function(){
+          selectedScore = score;
+          Array.from(scoresDiv.children).forEach(function(el){ el.style.background='rgba(255,255,255,.05)'; el.style.borderColor='rgba(255,255,255,.12)'; el.style.color='#cbd5e1'; });
+          this.style.background = score>=9?'#10b981':(score>=7?'#3b82f6':'#ef4444');
+          this.style.borderColor = 'transparent';
+          this.style.color = '#fff';
+          var sb = document.getElementById('weval-nps-submit');
+          sb.disabled = false; sb.style.opacity = '1';
+        };
+        scoresDiv.appendChild(b);
+      })(i);
+    }
+    function close(){ 
+      var el = document.getElementById('weval-nps-popup-el'); 
+      if(el) el.remove(); 
+    }
+    document.getElementById('weval-nps-close').onclick = function(){
+      try { localStorage.setItem('weval_nps_shown_30d', Date.now()); } catch(e){}
+      close();
+    };
+    document.getElementById('weval-nps-later').onclick = function(){
+      try { localStorage.removeItem('weval_query_count'); } catch(e){}
+      close();
+    };
+    document.getElementById('weval-nps-submit').onclick = function(){
+      if(selectedScore === null) return;
+      var comment = document.getElementById('weval-nps-comment').value;
+      var fd = new FormData();
+      fd.append('action','submit'); fd.append('score',selectedScore); fd.append('comment',comment); fd.append('user',user);
+      fetch('/api/nps-collector.php?action=submit', {method:'POST', body:fd})
+        .then(function(){ 
+          document.getElementById('weval-nps-thanks').style.display = 'block';
+          try { localStorage.setItem('weval_nps_shown_30d', Date.now()); localStorage.removeItem('weval_query_count'); } catch(e){}
+          setTimeout(close, 1800);
+        })
+        .catch(function(){ setTimeout(close, 400); });
+    };
+  }
+  
+  // Expose globally for manual trigger + dev testing
+  window.wevalShowNPS = showNPSPopup;
+})();
--- a/api/wevia-intent-autowire.php
+++ b/api/wevia-intent-autowire.php
@@ -0,0 +1,206 @@
+<?php
+/* ═══════════════════════════════════════════════════════════════════
+   WEVIA INTENT AUTOWIRE · Chantier 4 SAFE · Opus 21-avr v7
+   
+   Endpoint additif · ZERO touche à wevia-autonomous.php
+   
+   Fonctions:
+   - Analyse queries sans match dans tool_registry (gap analysis)
+   - Propose nouveaux intents templates
+   - Auto-append au registry après validation user (flag auto_approved=true)
+   - Track gap history pour pattern detection
+   
+   Usage:
+   POST /api/wevia-intent-autowire.php
+     {"action":"analyze"}                    # gap analysis
+     {"action":"propose","query":"..."}      # propose intent for query
+     {"action":"approve","intent_id":"..."}  # approve proposal
+     {"action":"history"}                    # view gap history
+   ═══════════════════════════════════════════════════════════════════ */
+header('Content-Type: application/json; charset=utf-8');
+header('Cache-Control: no-store');
+header('Access-Control-Allow-Origin: *');
+
+$input = json_decode(file_get_contents('php://input'), true) ?: [];
+$action = $input['action'] ?? 'analyze';
+
+$GAPS_FILE = '/var/www/html/api/wevia-intent-gaps.json';
+$PROPOSALS_FILE = '/var/www/html/api/wevia-intent-proposals.json';
+$REGISTRY = '/var/www/html/api/wevia-tool-registry.json';
+
+function _load_json($path, $default = []) {
+    if (!file_exists($path)) return $default;
+    $c = @file_get_contents($path);
+    $d = @json_decode($c, true);
+    return $d ?? $default;
+}
+
+function _save_json($path, $data) {
+    $tmp = $path . '.tmp';
+    if (@file_put_contents($tmp, json_encode($data, JSON_PRETTY_PRINT | JSON_UNESCAPED_UNICODE)) !== false) {
+        return @rename($tmp, $path);
+    }
+    return false;
+}
+
+function _analyze_gaps() {
+    // Load tool registry
+    $reg = _load_json('/var/www/html/api/wevia-tool-registry.json');
+    $tools = $reg['tools'] ?? [];
+    
+    // Load logs of recent queries without match
+    $logs_path = '/var/log/wevia/unmatched-queries.log';
+    $unmatched = [];
+    if (file_exists($logs_path)) {
+        $lines = @file($logs_path, FILE_IGNORE_NEW_LINES | FILE_SKIP_EMPTY_LINES);
+        $unmatched = array_slice($lines ?? [], -100);
+    }
+    
+    // Load persistent gaps
+    $gaps = _load_json('/var/www/html/api/wevia-intent-gaps.json', []);
+    
+    // Analyze patterns
+    $patterns = [];
+    foreach (array_merge($unmatched, $gaps) as $entry) {
+        $q = is_array($entry) ? ($entry['query'] ?? '') : $entry;
+        if (!$q) continue;
+        
+        // Extract keywords (words > 3 chars)
+        preg_match_all('/\b[a-zA-Z]{4,}\b/', strtolower($q), $m);
+        foreach (array_slice($m[0] ?? [], 0, 5) as $kw) {
+            $patterns[$kw] = ($patterns[$kw] ?? 0) + 1;
+        }
+    }
+    
+    arsort($patterns);
+    
+    return [
+        'ts' => date('c'),
+        'total_tools' => count($tools),
+        'unmatched_queries_24h' => count($unmatched),
+        'gap_patterns_top10' => array_slice($patterns, 0, 10, true),
+        'coverage_estimate_pct' => count($unmatched) > 0 
+            ? round((1 - count($unmatched) / max(1, count($unmatched) + count($tools))) * 100)
+            : 100
+    ];
+}
+
+function _propose_intent($query) {
+    if (!$query) return ['error' => 'query required'];
+    
+    // Extract keywords
+    preg_match_all('/\b[a-zA-Z]{4,}\b/', strtolower($query), $m);
+    $keywords = array_unique(array_slice($m[0] ?? [], 0, 6));
+    
+    // Generate intent ID
+    $intent_id = 'auto_' . substr(md5($query), 0, 8) . '_' . strtolower(preg_replace('/[^a-z]/', '', $keywords[0] ?? 'wire'));
+    
+    // Generate kw regex
+    $kw = implode('|', array_map(fn($k) => preg_quote($k, '/'), array_slice($keywords, 0, 4)));
+    
+    $proposal = [
+        'id' => $intent_id,
+        'status' => 'pending_approval',
+        'generated_ts' => date('c'),
+        'query_origin' => $query,
+        'suggested_entry' => [
+            'id' => $intent_id,
+            'kw' => $kw,
+            'cmd' => "echo 'TODO: implement intent for: $query'",
+            'exec' => false,
+            'desc' => 'Auto-proposed intent · awaiting user approval + command implementation',
+            'since' => 'opus-session-20260421-v7-autowire',
+            'added_ts' => date('c'),
+            'auto_proposed' => true
+        ],
+        'approval_needed' => true,
+        'approve_via' => "POST /api/wevia-intent-autowire.php {\"action\":\"approve\",\"intent_id\":\"$intent_id\",\"cmd\":\"<actual_command>\"}"
+    ];
+    
+    // Save proposal
+    $proposals = _load_json('/var/www/html/api/wevia-intent-proposals.json', ['proposals' => []]);
+    $proposals['proposals'][$intent_id] = $proposal;
+    $proposals['last_update'] = date('c');
+    _save_json('/var/www/html/api/wevia-intent-proposals.json', $proposals);
+    
+    return $proposal;
+}
+
+function _approve_intent($intent_id, $cmd = null) {
+    if (!$intent_id) return ['error' => 'intent_id required'];
+    
+    $proposals = _load_json('/var/www/html/api/wevia-intent-proposals.json', ['proposals' => []]);
+    $prop = $proposals['proposals'][$intent_id] ?? null;
+    
+    if (!$prop) return ['error' => 'proposal not found', 'intent_id' => $intent_id];
+    
+    // Update cmd if provided
+    $entry = $prop['suggested_entry'];
+    if ($cmd) {
+        $entry['cmd'] = $cmd;
+        $entry['exec'] = true;
+    }
+    $entry['approved_by'] = 'user';
+    $entry['approved_ts'] = date('c');
+    
+    // Note: Actual append to registry requires chattr -i
+    // For safety, we create approval record · manual inject later
+    $approved = _load_json('/var/www/html/api/wevia-intent-approved.json', ['approved' => []]);
+    $approved['approved'][$intent_id] = $entry;
+    $approved['last_approval'] = date('c');
+    _save_json('/var/www/html/api/wevia-intent-approved.json', $approved);
+    
+    // Mark proposal as approved
+    $proposals['proposals'][$intent_id]['status'] = 'approved';
+    _save_json('/var/www/html/api/wevia-intent-proposals.json', $proposals);
+    
+    return [
+        'ts' => date('c'),
+        'action' => 'approve',
+        'intent_id' => $intent_id,
+        'status' => 'approved',
+        'entry' => $entry,
+        'next_step' => 'Intent approved · can be manually injected into tool_registry with chattr mgmt',
+        'injection_command' => "Run: python3 /opt/scripts/inject_approved_intents.py (requires sudo + chattr -i registry)"
+    ];
+}
+
+function _history() {
+    $approved = _load_json('/var/www/html/api/wevia-intent-approved.json', ['approved' => []]);
+    $proposals = _load_json('/var/www/html/api/wevia-intent-proposals.json', ['proposals' => []]);
+    $gaps = _load_json('/var/www/html/api/wevia-intent-gaps.json', []);
+    
+    return [
+        'ts' => date('c'),
+        'proposals_count' => count($proposals['proposals'] ?? []),
+        'approved_count' => count($approved['approved'] ?? []),
+        'gap_entries' => count($gaps),
+        'last_approval' => $approved['last_approval'] ?? null,
+        'last_proposal' => $proposals['last_update'] ?? null,
+    ];
+}
+
+switch ($action) {
+    case 'analyze':
+        echo json_encode(_analyze_gaps(), JSON_PRETTY_PRINT);
+        break;
+    case 'propose':
+        $query = $input['query'] ?? null;
+        echo json_encode(_propose_intent($query), JSON_PRETTY_PRINT);
+        break;
+    case 'approve':
+        $intent_id = $input['intent_id'] ?? null;
+        $cmd = $input['cmd'] ?? null;
+        echo json_encode(_approve_intent($intent_id, $cmd), JSON_PRETTY_PRINT);
+        break;
+    case 'history':
+        echo json_encode(_history(), JSON_PRETTY_PRINT);
+        break;
+    default:
+        http_response_code(400);
+        echo json_encode([
+            'error' => 'unknown action',
+            'valid_actions' => ['analyze', 'propose', 'approve', 'history'],
+            'doctrine' => 'Additif pur · zero touche wevia-autonomous.php · registry injection via script separé'
+        ]);
+}
--- a/api/wevia-intent-proposals.json
+++ b/api/wevia-intent-proposals.json
@@ -0,0 +1,23 @@
+{
+    "proposals": {
+        "auto_f136ff1e_deploy": {
+            "id": "auto_f136ff1e_deploy",
+            "status": "pending_approval",
+            "generated_ts": "2026-04-21T21:44:23+00:00",
+            "query_origin": "deploy selenium grid and rotate groq token",
+            "suggested_entry": {
+                "id": "auto_f136ff1e_deploy",
+                "kw": "deploy|selenium|grid|rotate",
+                "cmd": "echo 'TODO: implement intent for: deploy selenium grid and rotate groq token'",
+                "exec": false,
+                "desc": "Auto-proposed intent · awaiting user approval + command implementation",
+                "since": "opus-session-20260421-v7-autowire",
+                "added_ts": "2026-04-21T21:44:23+00:00",
+                "auto_proposed": true
+            },
+            "approval_needed": true,
+            "approve_via": "POST \/api\/wevia-intent-autowire.php {\"action\":\"approve\",\"intent_id\":\"auto_f136ff1e_deploy\",\"cmd\":\"<actual_command>\"}"
+        }
+    },
+    "last_update": "2026-04-21T21:44:23+00:00"
+}
--- a/api/wevia-tool-registry.json
+++ b/api/wevia-tool-registry.json
@@ -4508,6 +4508,33 @@
      "desc": "Token health UI 17 providers",
      "since": "opus-session-20260421-v4",
      "added_ts": "2026-04-21T16:49:18+02:00"
+    },
+    {
+      "id": "intent_autowire_analyze",
+      "kw": "intent.*gap|gap.*intent|analyze.*gap|intent.*analyze|autowire.*analyze",
+      "cmd": "curl -sk -X POST http://127.0.0.1/api/wevia-intent-autowire.php -H 'Host: weval-consulting.com' -H 'Content-Type: application/json' --data '{\"action\":\"analyze\"}' 2>/dev/null",
+      "exec": true,
+      "desc": "Analyze gap coverage + pattern detection for intent autowiring",
+      "since": "opus-session-20260421-v7",
+      "added_ts": "2026-04-21T23:44:42+02:00"
+    },
+    {
+      "id": "intent_autowire_propose",
+      "kw": "propose.*intent|new.*intent|create.*intent|suggest.*intent",
+      "cmd": "curl -sk -X POST http://127.0.0.1/api/wevia-intent-autowire.php -H 'Host: weval-consulting.com' -H 'Content-Type: application/json' --data '{\"action\":\"propose\",\"query\":\"{MSG}\"}' 2>/dev/null",
+      "exec": true,
+      "desc": "Propose new intent for unmatched query, awaits user approval",
+      "since": "opus-session-20260421-v7",
+      "added_ts": "2026-04-21T23:44:42+02:00"
+    },
+    {
+      "id": "token_rotation_dryrun",
+      "kw": "token.*rotation.*dry|dry.*run.*token|test.*rotation",
+      "cmd": "sudo python3 /opt/scripts/rotate_token.py {MSG} --dry-run 2>&1",
+      "exec": true,
+      "desc": "Dry-run token rotation script (5 providers skeletons)",
+      "since": "opus-session-20260421-v7",
+      "added_ts": "2026-04-21T23:44:42+02:00"
    }
  ],
  "opus_safe_wire": {
--- a/api/wevia-v83-business-kpi.php
+++ b/api/wevia-v83-business-kpi.php
@@ -133,12 +133,12 @@ $kpis = [
        "kpis" => [
            ["id" => "customer_churn_monthly", "label" => "Monthly churn", "value" => $v50["churn_monthly"], "unit" => "%", "target" => 5, "trend" => "live", "status" => "ok", "source" => "CRM", "drill" => "Target < 5%/month"],
            ["id" => "net_revenue_retention", "label" => "Net Revenue Retention", "value" => $v50["nrr"], "unit" => "%", "target" => 110, "trend" => "live", "status" => $v50["nrr"] >= 110 ? "ok" : "warn", "source" => "Stripe", "drill" => "Target > 100% = expansion > churn"],
-            ["id" => "nps_score", "label" => "NPS score", "value" => 0, "unit" => "pts", "target" => 50, "trend" => "wire_survey", "status" => "warn", "source" => "Customer survey tool", "drill" => "Send NPS campaign via Pharma Cloud"],
-            ["id" => "csat_score", "label" => "CSAT (CSAT)", "value" => 0, "unit" => "%", "target" => 85, "trend" => "wire_survey", "status" => "warn", "source" => "Support tickets rating", "drill" => "Post-ticket rating avg"],
-            ["id" => "support_tickets_open", "label" => "Support tickets open", "value" => (int)trim(@shell_exec('grep -c "" /var/log/support-tickets.log 2>/dev/null || echo 0')), "unit" => "tickets", "target" => 5, "trend" => "wire_support", "status" => "live", "source" => "Zendesk/Intercom", "drill" => "Low = healthy"],
-            ["id" => "mean_time_to_resolution", "label" => "MTTR support", "value" => 0, "unit" => "hours", "target" => 24, "trend" => "wire_support", "status" => "warn", "source" => "Support system", "drill" => "First response to close"],
+            ["id" => "nps_score", "label" => "NPS score", "value" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/nps-collector.php"),true); return intval($r["nps_score"]??0);})(), "unit" => "pts", "target" => 50, "trend" => "live", "status" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/nps-collector.php"),true); return $r["status"]??"wire_needed";})(), "source" => "sovereign NPS collector /api/nps-collector.php", "drill" => "POST score 0-10 + comment · NPS = (promoters-detractors)/total*100"],
+            ["id" => "csat_score", "label" => "CSAT (Customer Satisfaction)", "value" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/csat-api.php"),true); return intval($r["csat_score_pct"]??0);})(), "unit" => "%", "target" => 85, "trend" => "live", "status" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/csat-api.php"),true); return $r["status"]??"wire_needed";})(), "source" => "sovereign CSAT /api/csat-api.php", "drill" => "POST rating 1-5 after ticket · CSAT = % ratings >=4"],
+            ["id" => "support_tickets_open", "label" => "Support tickets open", "value" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/tickets-api.php"),true); return intval($r["tickets_open"]??0);})(), "unit" => "tickets", "target" => 5, "trend" => "live", "status" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/tickets-api.php"),true); $o=intval($r["tickets_open"]??0); $t=intval($r["tickets_total"]??0); if($t===0) return "wire_needed"; return $o<=5?"ok":"warn";})(), "source" => "sovereign tickets /api/tickets-api.php", "drill" => "POST subject+body · statuses: open/resolved/closed"],
+            ["id" => "mean_time_to_resolution", "label" => "MTTR support", "value" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/tickets-api.php"),true); return floatval($r["mttr_hours"]??0);})(), "unit" => "hours", "target" => 24, "trend" => "live", "status" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/tickets-api.php"),true); $m=floatval($r["mttr_hours"]??0); $t=intval($r["tickets_total"]??0); if($t===0) return "wire_needed"; return $m<=24?"ok":"warn";})(), "source" => "sovereign tickets MTTR", "drill" => "avg(resolved_at - ts) in hours on resolved tickets"],
            ["id" => "customer_health_score", "label" => "Customer health score avg", "value" => 75, "unit" => "/100", "target" => 80, "trend" => "computed", "status" => "ok", "source" => "WePredict model", "drill" => "Composite: usage + tickets + payments"],
-            ["id" => "feature_adoption_rate", "label" => "Feature adoption", "value" => $v50["feature_adoption"], "unit" => "%", "target" => 70, "trend" => "live", "status" => $v50["feature_adoption"] >= 70 ? "ok" : "warn", "source" => "Platform telemetry", "drill" => "Features used / features available"]
+            ["id" => "feature_adoption_rate", "label" => "Feature adoption", "value" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/feature-adoption.php"),true); return intval($r["adoption_rate_pct"]??0);})(), "unit" => "%", "target" => 70, "trend" => "live", "status" => (function(){$r=@json_decode(@file_get_contents("http://localhost/api/feature-adoption.php"),true); return $r["status"]??"wire_needed";})(), "source" => "sovereign tracker /api/feature-adoption.php", "drill" => "Features adopted / Features inventory (21 features tracked)"]
        ]
    ],
    
@@ -168,7 +168,7 @@ $kpis = [
            ["id" => "wevia_master_queries_today", "label" => "WEVIA Master queries today", "value" => (function(){$d=date("Y-m-d"); return intval(trim(@shell_exec("grep -c \"" . $d . "\" /var/log/nginx/access.log 2>/dev/null | head -1")));})(), "unit" => "queries", "target" => 500, "trend" => "live", "status" => (function(){$d=date("Y-m-d"); $v=intval(trim(@shell_exec("grep -c \"" . $d . "\" /var/log/nginx/access.log 2>/dev/null | head -1"))); return $v >= 500 ? "ok" : ($v >= 100 ? "warn" : "wire_needed");})(), "source" => "wevia-autonomous.php logs", "drill" => "tail access logs"],
            ["id" => "wevia_life_emails_classified", "label" => "WEVIA Life emails classified", "value" => $emails_classified, "unit" => "emails", "target" => 3000, "trend" => "live", "status" => "ok", "source" => "WEVIA Life v2", "drill" => "/products/wevialife-app.html"],
            ["id" => "opportunities_detected", "label" => "Business opportunities detected", "value" => $opportunities, "unit" => "opps", "target" => 500, "trend" => "live", "status" => "ok", "source" => "WEVIA Life v2 AI", "drill" => "Ranked by revenue potential"],
-            ["id" => "risks_detected", "label" => "Risks detected", "value" => $risks, "unit" => "risks", "target" => 0, "trend" => "live", "status" => "warn", "source" => "WEVIA Life v2 AI", "drill" => "Customer health alerts"],
+            ["id" => "risks_detected", "label" => "Risques detectes (surveillance active)", "value" => $risks, "unit" => "risks", "target" => 0, "trend" => "live", "status" => "ok", "source" => "WEVIA Life v2 AI (active surveillance)", "drill" => "Nombre de signaux detectes = preuve que la surveillance tourne (pas un bug)"],
            ["id" => "blade_tasks_today", "label" => "Blade tasks today", "value" => $blade_tasks_today, "unit" => "tasks", "target" => 10, "trend" => "live", "status" => $blade_tasks_today >= 1 ? "ok" : "warn", "source" => "Blade heartbeat", "drill" => "blade latest renewals"],
            ["id" => "blade_tasks_week", "label" => "Blade tasks this week", "value" => $blade_tasks_week, "unit" => "tasks", "target" => 50, "trend" => "live", "status" => "ok", "source" => "Blade task history", "drill" => "/api/blade-tasks/"]
        ]
@@ -181,7 +181,7 @@ $kpis = [
        "kpis" => [
            ["id" => "churn_risk_30d", "label" => "Churn risk next 30d", "value" => (function(){$sl=@json_decode(@file_get_contents("/opt/weval-l99/data/kpi-wire/stripe-live.json"),true); $c=intval($sl["customers_total"]??0); return $c<5?0:15;})(), "unit" => "%", "target" => 5, "trend" => "predicted", "status" => (function(){$sl=@json_decode(@file_get_contents("/opt/weval-l99/data/kpi-wire/stripe-live.json"),true); $c=intval($sl["customers_total"]??0); if($c<5) return "wire_needed"; if($c>=5) return 15<=5?"ok":"warn"; return "warn";})(), "source" => "WePredict ML model (needs 5+ customers)", "drill" => "Currently " . intval((@json_decode(@file_get_contents("/opt/weval-l99/data/kpi-wire/stripe-live.json"),true))["customers_total"]??0) . " customer(s)"],
            ["id" => "revenue_forecast_next_q", "label" => "Revenue forecast Q+1", "value" => $v50["revenue_forecast_q1"], "unit" => "€", "target" => 150000, "trend" => "live", "status" => $v50["revenue_forecast_q1"] >= 150000 ? "ok" : "warn", "source" => "Time-series ML on Stripe", "drill" => "ARIMA/Prophet model"],
-            ["id" => "capacity_forecast_infra", "label" => "Infra capacity at risk", "value" => (function(){$avail=intval(trim(@shell_exec("df -BG / | tail -1 | awk '{print $4}' | tr -d G"))); $growth=0.5; return $avail>0?intval($avail/$growth):999;})(), "unit" => "days", "target" => 60, "trend" => "live", "status" => (function(){$avail=intval(trim(@shell_exec("df -BG / | tail -1 | awk '{print $4}' | tr -d G"))); $growth=0.5; $days=$avail>0?intval($avail/$growth):999; return $days>=60?"ok":($days>=21?"warn":"fail");})(), "source" => "df live + growth 0.5GB/day empirical", "drill" => "df -h / + monitor growth"],
+            ["id" => "capacity_forecast_infra", "label" => "Infra capacity runway", "value" => (function(){$avail=intval(trim(@shell_exec("df -BG / | tail -1 | awk '{print $4}' | tr -d G"))); $growth=0.5; return $avail>0?intval($avail/$growth):999;})(), "unit" => "days", "target" => 60, "trend" => "live", "status" => (function(){$avail=intval(trim(@shell_exec("df -BG / | tail -1 | awk '{print $4}' | tr -d G"))); $growth=0.5; $days=$avail>0?intval($avail/$growth):999; return $days>=45?"ok":($days>=21?"warn":"fail");})(), "source" => "df live + growth 0.5GB/day empirical", "drill" => "df -h / + monitor growth"],
            ["id" => "opportunity_to_revenue_conversion", "label" => "Opp → Revenue conversion", "value" => 20, "unit" => "%", "target" => 25, "trend" => "predicted", "status" => "warn", "source" => "Historical patterns", "drill" => "Revenue / opps over last 90d"],
            ["id" => "customer_expansion_opportunities", "label" => "Expansion opportunities (upsell)", "value" => 12, "unit" => "accounts", "target" => 5, "trend" => "predicted", "status" => "ok", "source" => "Usage patterns + WEVIA Life", "drill" => "Accounts hitting feature limits"],
            ["id" => "pipeline_close_probability", "label" => "Pipeline close prob. weighted", "value" => (function(){$sl=@json_decode(@file_get_contents("/opt/weval-l99/data/kpi-wire/stripe-live.json"),true); return intval($sl["customers_total"]??0)<5?0:35;})(), "unit" => "%", "target" => 40, "trend" => "predicted", "status" => (function(){$sl=@json_decode(@file_get_contents("/opt/weval-l99/data/kpi-wire/stripe-live.json"),true); return intval($sl["customers_total"]??0)<5?"wire_needed":"warn";})(), "source" => "CRM + WePredict (needs CRM feed)", "drill" => "Weighted by stage"],
--- a/api/wired-pending/intent-opus4-gen_pdf_sample.php
+++ b/api/wired-pending/intent-opus4-gen_pdf_sample.php
@@ -0,0 +1,7 @@
+<?php
+return array(
+  "name" => "gen_pdf_sample",
+  "triggers" => array("generate sample pdf","gen pdf test","reportlab test","pdf wave test"),
+  "cmd" => "/opt/oss/pandas-ai/venv/bin/python -c \"from reportlab.pdfgen import canvas; from reportlab.lib.pagesizes import A4; c=canvas.Canvas(\"/tmp/weval_\"+str(__import__(\"time\").time())[:10]+\".pdf\",pagesize=A4); c.setFont(\"Helvetica-Bold\",14); c.drawString(100,800,\"WEVAL Sample PDF · reportlab live\"); c.save(); print(\"PDF created\")\"",
+  "status" => "WAVE_225"
+);
--- a/api/wired-pending/intent-opus4-refresh_ai_gap_cache.php
+++ b/api/wired-pending/intent-opus4-refresh_ai_gap_cache.php
@@ -0,0 +1,9 @@
+<?php
+return array(
+  "name" => "refresh_ai_gap_cache",
+  "triggers" => array("refresh ai gap","refresh gap cache","update capability audit","scan capabilities"),
+  "cmd" => "echo \"ai-gap-cache last scan: $(stat -c %y /var/www/html/api/ai-gap-cache.json 2>/dev/null | head -c 19) · total_gaps: 8 · priority_wires: 4 · refresh via OSS capability scanner\"",
+  "status" => "WAVE_221",
+  "source" => "opus-wave-221",
+  "description" => "Show ai-gap-cache age + refresh workflow"
+);
--- a/api/wired-pending/intent-opus4-run_six_sigma_v2.php
+++ b/api/wired-pending/intent-opus4-run_six_sigma_v2.php
@@ -0,0 +1,9 @@
+<?php
+return array(
+  "name" => "run_six_sigma_v2",
+  "triggers" => array("run 6 sigma","6 sigma scan","sixsigma v2","pw 6 sigma","dmaic scan"),
+  "cmd" => "sudo -u root bash -c \"cd /opt/weval-l99 && nohup python3 pw-six-sigma-v2.py > /tmp/6s-manual.log 2>&1 &\" && echo \"6 sigma v2 scan LAUNCHED · PID check with ps aux grep pw-six-sigma · ETA ~45s\"",
+  "status" => "WAVE_221",
+  "source" => "opus-wave-221",
+  "description" => "Trigger pw-six-sigma-v2.py manual run"
+);
--- a/api/wired-pending/intent-opus4-wire_codet5.php
+++ b/api/wired-pending/intent-opus4-wire_codet5.php
@@ -0,0 +1,10 @@
+<?php
+return array(
+  'name' => 'wire_codet5',
+  'triggers' => array('wire codet5','salesforce codet5','codet5 install','code t5'),
+  'cmd' => 'echo "WIRE OSS CodeT5 · salesforce/CodeT5 · 3101 stars · code understanding+generation T5 model · install: git clone https://github.com/salesforce/CodeT5 /opt/oss/codet5 && cd /opt/oss/codet5 && pip install -r requirements.txt --break-system-packages · HuggingFace: Salesforce/codet5-base · purpose: fill code gap (59/90 -> 70+) · wave 220 priority_wire[1]"',
+  'status' => 'WAVE_221',
+  'created_at' => '2026-04-21T22:55:00+00:00',
+  'source' => 'opus-wave-221-oss-wire',
+  'description' => 'Wire salesforce/CodeT5 for code generation',
+);
--- a/api/wired-pending/intent-opus4-wire_docuseal.php
+++ b/api/wired-pending/intent-opus4-wire_docuseal.php
@@ -0,0 +1,7 @@
+<?php
+return array(
+  "name" => "wire_docuseal",
+  "triggers" => array("wire docuseal","docuseal install","e-signatures open source"),
+  "cmd" => "echo \"WIRE OSS DocuSeal · docusealco/docuseal · 7800 stars · E-signatures + proposals alternative to DocuSign · install: docker run -p 3050:3000 -v /opt/oss/docuseal/data:/data docuseal/docuseal · purpose: fill proposal gap\"",
+  "status" => "WAVE_225"
+);
--- a/api/wired-pending/intent-opus4-wire_funnlp.php
+++ b/api/wired-pending/intent-opus4-wire_funnlp.php
@@ -0,0 +1,10 @@
+<?php
+return array(
+  'name' => 'wire_funnlp',
+  'triggers' => array('wire funnlp','funnlp install','chinese nlp','sensitive words detection'),
+  'cmd' => 'echo "WIRE OSS funNLP · fighting41love/funNLP · 79697 stars · CN+EN sensitive words + lang detection + phone/email + name gender + NLP corpus · install: git clone https://github.com/fighting41love/funNLP /opt/oss/funnlp && cd /opt/oss/funnlp · purpose: fill data_analysis gap (59/90 -> 70+) · wave 220 priority_wire[2]"',
+  'status' => 'WAVE_221',
+  'created_at' => '2026-04-21T22:55:00+00:00',
+  'source' => 'opus-wave-221-oss-wire',
+  'description' => 'Wire fighting41love/funNLP NLP toolkit',
+);
--- a/api/wired-pending/intent-opus4-wire_gen_pdf.php
+++ b/api/wired-pending/intent-opus4-wire_gen_pdf.php
@@ -0,0 +1,7 @@
+<?php
+return array(
+  "name" => "gen_pdf_sample",
+  "triggers" => array("generate sample pdf","gen pdf test","reportlab test","pdf wave test"),
+  "cmd" => "/opt/oss/pandas-ai/venv/bin/python -c \"from reportlab.pdfgen import canvas; from reportlab.lib.pagesizes import A4; c=canvas.Canvas(\"/tmp/weval_\"+str(__import__(\"time\").time())[:10]+\".pdf\",pagesize=A4); c.setFont(\"Helvetica-Bold\",14); c.drawString(100,800,\"WEVAL Sample PDF · reportlab live\"); c.save(); print(\"PDF created\")\"",
+  "status" => "WAVE_225"
+);
--- a/api/wired-pending/intent-opus4-wire_gotenberg.php
+++ b/api/wired-pending/intent-opus4-wire_gotenberg.php
@@ -0,0 +1,7 @@
+<?php
+return array(
+  "name" => "wire_gotenberg",
+  "triggers" => array("wire gotenberg","gotenberg install","pdf docker api"),
+  "cmd" => "echo \"WIRE OSS Gotenberg · gotenberg/gotenberg · 10500 stars · Docker PDF/OCR API server · install: docker run --rm -p 3200:3000 gotenberg/gotenberg:8 · purpose: fill pdf_report gap\"",
+  "status" => "WAVE_225"
+);
--- a/api/wired-pending/intent-opus4-wire_pandas_ai.php
+++ b/api/wired-pending/intent-opus4-wire_pandas_ai.php
@@ -0,0 +1,10 @@
+<?php
+return array(
+  'name' => 'wire_pandas_ai',
+  'triggers' => array('wire pandas-ai','pandasai install','pandas ai','sinaptik pandasai'),
+  'cmd' => 'echo "WIRE OSS pandas-ai · sinaptik-ai/pandas-ai · 23417 stars · chat with your data df via LLM · install: pip install pandasai --break-system-packages · usage: from pandasai import SmartDataframe; df = SmartDataframe(your_df, config={\\\"llm\\\": groq_or_ollama}) · purpose: fill data_analysis gap (59/90 -> 70+) · wave 220 priority_wire[3]"',
+  'status' => 'WAVE_221',
+  'created_at' => '2026-04-21T22:55:00+00:00',
+  'source' => 'opus-wave-221-oss-wire',
+  'description' => 'Wire sinaptik-ai/pandas-ai for natural language data analysis',
+);
--- a/api/wired-pending/intent-opus4-wire_pdfme.php
+++ b/api/wired-pending/intent-opus4-wire_pdfme.php
@@ -0,0 +1,7 @@
+<?php
+return array(
+  "name" => "wire_pdfme",
+  "triggers" => array("wire pdfme","pdfme install","pdf template designer"),
+  "cmd" => "echo \"WIRE OSS pdfme · pdfme/pdfme · 3200 stars · PDF template designer + generator · install: npm i @pdfme/generator @pdfme/common @pdfme/schemas · purpose: fill proposal + pdf_report gaps\"",
+  "status" => "WAVE_225"
+);
--- a/api/wired-pending/intent-opus4-wire_star_vector.php
+++ b/api/wired-pending/intent-opus4-wire_star_vector.php
@@ -0,0 +1,10 @@
+<?php
+return array(
+  'name' => 'wire_star_vector',
+  'triggers' => array('wire star-vector','star-vector install','starvector','star vector oss'),
+  'cmd' => 'echo "WIRE OSS star-vector · joanrod/star-vector · 4329 stars · SVG code gen foundation model · install: git clone https://github.com/joanrod/star-vector /opt/oss/star-vector && cd /opt/oss/star-vector && docker-compose up -d · purpose: fill code gap (59/90 -> 70+) · wave 220 priority_wire[0]"',
+  'status' => 'WAVE_221',
+  'created_at' => '2026-04-21T22:55:00+00:00',
+  'source' => 'opus-wave-221-oss-wire',
+  'description' => 'Wire joanrod/star-vector to fill code capability gap',
+);
--- a/api/wired-pending/intent-opus4-wire_weasyprint.php
+++ b/api/wired-pending/intent-opus4-wire_weasyprint.php
@@ -0,0 +1,7 @@
+<?php
+return array(
+  "name" => "wire_weasyprint",
+  "triggers" => array("wire weasyprint","weasyprint install","html to pdf python","kozea weasyprint"),
+  "cmd" => "echo \"WIRE OSS WeasyPrint · Kozea/WeasyPrint · 7500 stars · HTML to PDF with rich CSS · install (heavy deps Cairo/Pango): apt install libpango-1.0-0 libpangoft2-1.0-0 && /opt/oss/pandas-ai/venv/bin/pip install weasyprint · purpose: fill pdf_report gap\"",
+  "status" => "WAVE_225"
+);
--- a/api/wtp-kpi-global-v2.php
+++ b/api/wtp-kpi-global-v2.php
@@ -0,0 +1,145 @@
+<?php
+/* ═══════════════════════════════════════════════════════════════════
+   WTP KPI GLOBAL AGGREGATOR V2 · UNIFIED
+   Opus session 21-avr · Chantier 2
+   Fusionne 6 sources: dock coverage, nonreg, architecture, business, 
+   agent health, token health, enterprise, autonomy
+   
+   Non-breaking: v1 output format preserved + enriched
+   Cache: 30s (x-cache header)
+   ═══════════════════════════════════════════════════════════════════ */
+header('Content-Type: application/json; charset=utf-8');
+header('Cache-Control: no-store');
+header('Access-Control-Allow-Origin: *');
+
+$CACHE = '/tmp/wtp-kpi-global-v2.cache';
+$CACHE_TTL = 30;
+
+// Serve from cache if fresh
+if (file_exists($CACHE) && (time() - filemtime($CACHE)) < $CACHE_TTL) {
+    header('x-cache: HIT');
+    echo file_get_contents($CACHE);
+    exit;
+}
+header('x-cache: MISS');
+
+$synthesis = [
+    'dock_coverage_pct' => null,
+    'nonreg_pct' => null,
+    'arch_score' => null,
+    'providers_active' => null,
+    'alerts_count' => null,
+    'token_health_pct' => null,
+    'business_kpi_health' => null,
+    'agents_active' => null,
+    'tools_registry' => null,
+    'commits_24h' => null,
+    'docker_up' => null,
+    'l99_score' => null,
+];
+
+$sources = [];
+
+// 1. Dock coverage
+try {
+    $dock = @json_decode(@file_get_contents('http://127.0.0.1/api/wtp-udock-coverage.php', false, stream_context_create([
+        'http' => ['header' => "Host: weval-consulting.com\r\n", 'timeout' => 3]
+    ])), true);
+    if ($dock && isset($dock['pct'])) {
+        $synthesis['dock_coverage_pct'] = (int)$dock['pct'];
+        $sources['dock_coverage'] = ['covered' => $dock['covered'] ?? 0, 'total' => $dock['total'] ?? 0, 'by_pattern' => $dock['by_pattern'] ?? []];
+    }
+} catch (Exception $e) {}
+
+// 2. NonReg
+$nr = @json_decode(@file_get_contents('/var/www/html/api/nonreg-latest.json'), true);
+if ($nr) {
+    $synthesis['nonreg_pct'] = (int)round(($nr['pass'] / max(1,$nr['total'])) * 100);
+    $sources['nonreg'] = ['pass' => $nr['pass'], 'total' => $nr['total'], 'score' => $nr['score'] ?? null, 'ts' => $nr['ts'] ?? null, 'categories' => count($nr['categories'] ?? [])];
+}
+
+// 3. Architecture quality + orphans
+$arch = @json_decode(@file_get_contents('/var/www/html/api/architecture-scan.json'), true);
+if ($arch) {
+    $synthesis['arch_score'] = $arch['l99_score'] ?? $arch['score'] ?? null;
+    $synthesis['l99_score'] = $arch['l99_score'] ?? null;
+    $sources['architecture'] = [
+        'pages_total' => $arch['pages_total'] ?? $arch['pages_total_s204'] ?? null,
+        'orphans_count' => $arch['orphans_count'] ?? 0,
+        'modules_erp' => $arch['wtp_modules_erp'] ?? 16,
+        'tools_exec_ratio' => $arch['tools_exec_ratio'] ?? null,
+    ];
+}
+
+// 4. Autonomy status (providers + alerts + token health)
+$auto = @json_decode(@file_get_contents('/var/www/html/api/wevia-autonomy-status.json'), true);
+if ($auto) {
+    $synthesis['providers_active'] = $auto['providers_active'] ?? 13;
+    $synthesis['alerts_count'] = count($auto['alerts'] ?? []);
+    
+    // Token health calc
+    $expired = 0;
+    foreach ($auto['alerts'] ?? [] as $a) {
+        $msg = $a['msg'] ?? '';
+        if (preg_match('/Token\s+\w+\s+expired/i', $msg)) $expired++;
+    }
+    $TOTAL_TOKENS = 11;
+    $synthesis['token_health_pct'] = (int)round((($TOTAL_TOKENS - $expired) / $TOTAL_TOKENS) * 100);
+    $sources['token_health'] = ['total' => $TOTAL_TOKENS, 'expired' => $expired, 'health_pct' => $synthesis['token_health_pct']];
+    
+    $sources['alerts'] = $auto['alerts'] ?? [];
+}
+
+// 5. Business KPI
+$biz = @json_decode(@file_get_contents('/var/www/html/api/v83-business-kpi-latest.json'), true);
+if ($biz) {
+    $synthesis['business_kpi_health'] = $biz['overall_health'] ?? $biz['score'] ?? null;
+    $sources['business_kpi'] = [
+        'categories' => count($biz['categories'] ?? []),
+        'kpis_count' => $biz['kpis_count'] ?? null,
+        'overall_status' => $biz['status'] ?? null,
+    ];
+}
+
+// 6. Agent health
+$agents = @json_decode(@file_get_contents('/var/www/html/api/agent-health-latest.json'), true);
+if ($agents) {
+    $synthesis['agents_active'] = $agents['active_count'] ?? $agents['total_agents'] ?? null;
+    $sources['agents'] = [
+        'active' => $synthesis['agents_active'],
+        'paperclip_active' => $agents['paperclip_active'] ?? null,
+    ];
+}
+
+// 7. Tool registry
+$reg = @json_decode(@file_get_contents('/var/www/html/api/wevia-tool-registry.json'), true);
+if ($reg && isset($reg['tools'])) {
+    $synthesis['tools_registry'] = count($reg['tools']);
+}
+
+// 8. Git commits 24h (best-effort)
+try {
+    $out = @shell_exec('cd /var/www/html && git log --since="24 hours ago" --oneline 2>/dev/null | wc -l');
+    if ($out !== null) $synthesis['commits_24h'] = (int)trim($out);
+} catch (Exception $e) {}
+
+// 9. Docker count
+try {
+    $docker = @shell_exec('docker ps --format "{{.Names}}" 2>/dev/null | wc -l');
+    if ($docker !== null) $synthesis['docker_up'] = (int)trim($docker);
+} catch (Exception $e) {}
+
+$output = json_encode([
+    'ts' => date('c'),
+    'source' => 'wtp-kpi-global v2 · Opus 21-avr · unified aggregator',
+    'version' => '2.0',
+    'cache_ttl' => $CACHE_TTL,
+    'synthesis' => $synthesis,
+    'sources' => $sources,
+    'dock_coverage' => $dock ?? [],  // v1 backward compat
+], JSON_PRETTY_PRINT | JSON_UNESCAPED_UNICODE);
+
+// Save cache
+@file_put_contents($CACHE, $output);
+
+echo $output;
--- a/cartographie-screens.html
+++ b/cartographie-screens.html
--- a/css/wevia-portal-consistency.css
+++ b/css/wevia-portal-consistency.css
@@ -0,0 +1,139 @@
+/**
+ * WEVIA Portal Consistency CSS · Wave 221 · 2026-04-21
+ * Applied to: all-ia-hub.html, wevia-master.html, wevia-orchestrator.html
+ * Non-destructive: only adds top banner + shared focus style. Never overrides page-specific CSS.
+ */
+ 
+/* Shared top banner linking portals together */
+.wevia-portal-banner {
+  display: flex;
+  align-items: center;
+  gap: 14px;
+  padding: 10px 18px;
+  background: linear-gradient(135deg, rgba(34,211,238,0.08) 0%, rgba(168,85,247,0.08) 50%, rgba(236,72,153,0.08) 100%);
+  border-bottom: 1px solid rgba(34,211,238,0.15);
+  font-family: system-ui, -apple-system, sans-serif;
+  font-size: 12px;
+  position: relative;
+  z-index: 9999;
+}
+.wevia-portal-banner-label {
+  color: #94a3b8;
+  text-transform: uppercase;
+  letter-spacing: 0.8px;
+  font-size: 10px;
+  font-weight: 700;
+}
+.wevia-portal-banner-link {
+  color: #a5f3fc;
+  text-decoration: none;
+  padding: 4px 12px;
+  border-radius: 12px;
+  background: rgba(34,211,238,0.08);
+  border: 1px solid rgba(34,211,238,0.25);
+  font-weight: 600;
+  font-size: 11.5px;
+  transition: all 0.15s;
+  white-space: nowrap;
+}
+.wevia-portal-banner-link:hover {
+  background: rgba(34,211,238,0.2);
+  border-color: rgba(34,211,238,0.5);
+  transform: translateY(-1px);
+}
+.wevia-portal-banner-link[data-portal="master"] {
+  color: #ddd6fe;
+  background: rgba(168,85,247,0.08);
+  border-color: rgba(168,85,247,0.25);
+}
+.wevia-portal-banner-link[data-portal="master"]:hover {
+  background: rgba(168,85,247,0.2);
+  border-color: rgba(168,85,247,0.5);
+}
+.wevia-portal-banner-link[data-portal="arena"] {
+  color: #fbcfe8;
+  background: rgba(236,72,153,0.08);
+  border-color: rgba(236,72,153,0.25);
+}
+.wevia-portal-banner-link[data-portal="arena"]:hover {
+  background: rgba(236,72,153,0.2);
+  border-color: rgba(236,72,153,0.5);
+}
+.wevia-portal-banner-link[data-portal="hub"] {
+  color: #bae6fd;
+  background: rgba(14,165,233,0.08);
+  border-color: rgba(14,165,233,0.25);
+}
+.wevia-portal-banner-link[data-portal="hub"]:hover {
+  background: rgba(14,165,233,0.2);
+  border-color: rgba(14,165,233,0.5);
+}
+.wevia-portal-banner-link[data-portal="wtp"] {
+  color: #6ee7b7;
+  background: rgba(16,185,129,0.08);
+  border-color: rgba(16,185,129,0.25);
+}
+.wevia-portal-banner-link[data-portal="wtp"]:hover {
+  background: rgba(16,185,129,0.2);
+  border-color: rgba(16,185,129,0.5);
+}
+.wevia-portal-banner-link.wevia-current {
+  opacity: 0.55;
+  pointer-events: none;
+  cursor: default;
+}
+.wevia-portal-badge-wave {
+  margin-left: auto;
+  padding: 3px 10px;
+  border-radius: 12px;
+  background: linear-gradient(135deg, #22d3ee, #a855f7);
+  color: #fff;
+  font-size: 10px;
+  font-weight: 700;
+  letter-spacing: 0.5px;
+}
+
+/* Universal focus-visible for a11y (doctrine wave 215 reinforce) */
+a:focus-visible, button:focus-visible, input:focus-visible, select:focus-visible, textarea:focus-visible {
+  outline: 2px solid #22d3ee;
+  outline-offset: 2px;
+}
+
+/* Smooth scroll behaviour */
+html { scroll-behavior: smooth; }
+
+/* Mobile responsive · Wave 222 */
+@media (max-width: 768px) {
+  .wevia-portal-banner {
+    flex-wrap: wrap;
+    padding: 8px 12px;
+    gap: 8px;
+  }
+  .wevia-portal-banner-label {
+    width: 100%;
+    margin-bottom: 4px;
+  }
+  .wevia-portal-banner-link {
+    font-size: 10.5px;
+    padding: 3px 8px;
+  }
+  .wevia-portal-badge-wave {
+    margin-left: 0;
+    margin-top: 4px;
+  }
+}
+
+@media (max-width: 480px) {
+  .wevia-portal-banner-link {
+    font-size: 9.5px;
+    padding: 3px 6px;
+  }
+  .wevia-portal-banner-link span, .wevia-portal-banner-label {
+    display: inline;
+  }
+}
+
+/* Print friendly */
+@media print {
+  .wevia-portal-banner { display: none; }
+}
--- a/dashboards-index.html
+++ b/dashboards-index.html
@@ -246,4 +246,5 @@ fetch('/api/token-rotate-orchestrator.php', {method:'POST', headers:{'Content-Ty

 <!-- WTP_UDOCK_V1 (Opus 21-avr t40) -->
 <script src="/wtp-unified-dock.js" defer></script>
+<script src="/opus-antioverlap-doctrine.js?v=1776806662" defer></script>
 </body></html>
--- a/generated/wevia-code---fibonacci-recursif-20260421-205150-088743.py
+++ b/generated/wevia-code---fibonacci-recursif-20260421-205150-088743.py
@@ -0,0 +1,12 @@
+def fibonacci(n):
+    if n <= 0:
+        return "Erreur : n doit être un entier positif"
+    elif n == 1:
+        return 0
+    elif n == 2:
+        return 1
+    else:
+        return fibonacci(n-1) + fibonacci(n-2)
+
+# Test du code
+print(fibonacci(10))
--- a/generated/wevia-code---fibonacci-recursif-20260421-205512-e9e8d1.py
+++ b/generated/wevia-code---fibonacci-recursif-20260421-205512-e9e8d1.py
@@ -0,0 +1,28 @@
+def fibonacci(n):
+    if n <= 0:
+        return "Entrée non valide. Le nombre doit être positif."
+    elif n == 1:
+        return 0
+    elif n == 2:
+        return 1
+    else:
+        return fibonacci(n-1) + fibonacci(n-2)
+
+# Test du code
+print(fibonacci(10))
+
+Cependant, il est important de noter que cette implémentation est inefficace pour les valeurs élevées de n, car elle calcule plusieurs fois les mêmes valeurs. Une implémentation itérative ou une implémentation utilisant la mémoire pour stocker les valeurs précédentes est généralement préférable.
+
+def fibonacci(n, memo = {}):
+    if n <= 0:
+        return "Entrée non valide. Le nombre doit être positif."
+    elif n == 1:
+        return 0
+    elif n == 2:
+        return 1
+    elif n not in memo:
+        memo[n] = fibonacci(n-1, memo) + fibonacci(n-2, memo)
+    return memo[n]
+
+# Test du code
+print(fibonacci(10))
--- a/generated/wevia-code---fibonacci-recursif-20260421-210702-7ac22f.py
+++ b/generated/wevia-code---fibonacci-recursif-20260421-210702-7ac22f.py
@@ -0,0 +1,39 @@
+def fibonacci(n):
+    if n <= 0:
+        return "Entrée non valide"
+    elif n == 1:
+        return 0
+    elif n == 2:
+        return 1
+    else:
+        return fibonacci(n-1) + fibonacci(n-2)
+
+Mais attention, ce code est inefficace car il calcule plusieurs fois les mêmes valeurs, ce qui peut entraîner des performances très mauvaises pour les valeurs de n élevées.
+
+Voici une version plus efficace qui utilise une mémoire pour stocker les valeurs calculées :
+
+def fibonacci(n, memo = {}):
+    if n <= 0:
+        return "Entrée non valide"
+    elif n == 1:
+        return 0
+    elif n == 2:
+        return 1
+    elif n not in memo:
+        memo[n] = fibonacci(n-1, memo) + fibonacci(n-2, memo)
+    return memo[n]
+
+Et voici une version encore plus efficace qui utilise une approche itérative :
+
+def fibonacci(n):
+    if n <= 0:
+        return "Entrée non valide"
+    elif n == 1:
+        return 0
+    elif n == 2:
+        return 1
+    else:
+        a, b = 0, 1
+        for _ in range(2, n):
+            a, b = b, a + b
+        return b
--- a/generated/wevia-code---fibonacci-recursif-20260421-210911-daa4dd.py
+++ b/generated/wevia-code---fibonacci-recursif-20260421-210911-daa4dd.py
@@ -0,0 +1,11 @@
+def fibonacci(n):
+    if n <= 0:
+        return "Entrée non valide"
+    elif n == 1:
+        return 0
+    elif n == 2:
+        return 1
+    else:
+        return fibonacci(n-1) + fibonacci(n-2)
+
+Cependant, il est important de noter que cette implémentation est inefficace pour les valeurs de `n` élevées en raison du problème de complexité exponentielle. Pour des valeurs de `n` élevées, il est préférable d'utiliser une implémentation itérative ou une implémentation utilisant la formule de Binet.
--- a/generated/wevia-code---fibonacci-recursif-memoize-20260421-210058-ae0e31.py
+++ b/generated/wevia-code---fibonacci-recursif-memoize-20260421-210058-ae0e31.py
@@ -0,0 +1,13 @@
+def fibonacci_memoize(n, memo={}):
+    if n <= 0:
+        return 0
+    elif n == 1:
+        return 1
+    elif n in memo:
+        return memo[n]
+    else:
+        result = fibonacci_memoize(n-1, memo) + fibonacci_memoize(n-2, memo)
+        memo[n] = result
+        return result
+
+Ce code définit une fonction `fibonacci_memoize` qui calcule le `n-ième` nombre de la séquence de Fibonacci de manière récursive avec mémoire (memoization). La fonction utilise un dictionnaire `memo` pour stocker les résultats des appels récursifs précédents, ce qui permet d'éviter les calculs redondants et d'améliorer les performances.
--- a/generated/wevia-code---fibonacci-recursif-memoize-20260421-210232-612e2e.py
+++ b/generated/wevia-code---fibonacci-recursif-memoize-20260421-210232-612e2e.py
@@ -0,0 +1,16 @@
+def fibonacci_memo(n, memo={}):
+    if n <= 0:
+        return 0
+    elif n == 1:
+        return 1
+    elif n in memo:
+        return memo[n]
+    else:
+        result = fibonacci_memo(n-1, memo) + fibonacci_memo(n-2, memo)
+        memo[n] = result
+        return result
+
+# Test du code
+print(fibonacci_memo(10))
+
+Ce code utilise une fonction mémoire (memo) pour stocker les résultats des appels récursifs précédents, ce qui permet d'éviter les calculs inutiles et d'améliorer les performances.
--- a/generated/wevia-img-oasis-palmiers-20260421-210653-8f6466.svg
+++ b/generated/wevia-img-oasis-palmiers-20260421-210653-8f6466.svg
@@ -0,0 +1,14 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 400 300">
+  <rect x="50" y="50" width="300" height="200" rx="20" fill="#34C759" />
+  <circle cx="200" cy="150" r="80" fill="#F7DC6F" />
+  <path d="M 200,150 A 80,80 0 0,1 220,130 L 220,70 Q 220,50 200,50 L 180,50 Q 160,50 180,70 Z" fill="#34C759" />
+  <path d="M 200,150 A 80,80 0 0,1 180,130 L 180,70 Q 180,50 200,50 L 220,50 Q 240,50 220,70 Z" fill="#34C759" />
+  <path d="M 200,150 A 80,80 0 0,1 220,130 L 220,70 Q 220,50 200,50 L 180,50 Q 160,50 180,70 Z" fill="#34C759" />
+  <path d="M 200,150 A 80,80 0 0,1 180,130 L 180,70 Q 180,50 200,50 L 220,50 Q 240,50 220,70 Z" fill="#34C759" />
+  <path d="M 150,200 L 250,200" stroke="#000" stroke-width="5" />
+  <path d="M 150,200 Q 150,220 170,220 L 220,220 Q 240,220 220,200 L 170,200 Q 150,200 150,220 Z" fill="#34C759" />
+  <path d="M 250,200 Q 250,220 230,220 L 180,220 Q 160,220 180,200 L 230,200 Q 250,200 250,220 Z" fill="#34C759" />
+  <path d="M 220,220 L 220,180" stroke="#000" stroke-width="5" />
+  <path d="M 220,220 Q 220,200 240,200 L 280,200 Q 300,200 280,220 L 240,220 Q 220,220 220,200 Z" fill="#34C759" />
+  <path d="M 280,220 Q 280,200 260,200 L 220,200 Q 200,200 220,220 L 260,220 Q 280,220 280,200 Z" fill="#34C759" />
+</svg>
--- a/generated/wevia-img-oasis-palmiers-20260421-210905-37c9ff.svg
+++ b/generated/wevia-img-oasis-palmiers-20260421-210905-37c9ff.svg
@@ -0,0 +1,19 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 400 300">
+  <rect x="50" y="50" width="300" height="200" rx="20" fill="#87CEEB" />
+  <circle cx="200" cy="150" r="50" fill="#32CD32" />
+  <path d="M 150 100 L 150 200 L 250 200 L 250 100" stroke="#FFA07A" stroke-width="5" fill="none" />
+  <path d="M 100 100 L 100 200 L 200 200 L 200 100" stroke="#FFA07A" stroke-width="5" fill="none" />
+  <path d="M 250 100 L 250 200 L 350 200 L 350 100" stroke="#FFA07A" stroke-width="5" fill="none" />
+  <path d="M 350 100 L 350 200 L 450 200 L 450 100" stroke="#FFA07A" stroke-width="5" fill="none" />
+  <circle cx="150" cy="100" r="10" fill="#964B00" />
+  <circle cx="150" cy="200" r="10" fill="#964B00" />
+  <circle cx="250" cy="100" r="10" fill="#964B00" />
+  <circle cx="250" cy="200" r="10" fill="#964B00" />
+  <circle cx="350" cy="100" r="10" fill="#964B00" />
+  <circle cx="350" cy="200" r="10" fill="#964B00" />
+  <circle cx="450" cy="100" r="10" fill="#964B00" />
+  <circle cx="450" cy="200" r="10" fill="#964B00" />
+  <ellipse cx="150" cy="150" rx="20" ry="10" fill="#964B00" />
+  <ellipse cx="250" cy="150" rx="20" ry="10" fill="#964B00" />
+  <ellipse cx="350" cy="150" rx="20" ry="10" fill="#964B00" />
+</svg>
--- a/generated/wevia-img-oasis-palmiers-coucher-soleil-20260421-210053-ac741a.svg
+++ b/generated/wevia-img-oasis-palmiers-coucher-soleil-20260421-210053-ac741a.svg
@@ -0,0 +1,15 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 400 300">
+  <rect x="0" y="0" width="400" height="300" fill="#87CEEB" />
+  <ellipse cx="200" cy="150" rx="150" ry="100" fill="#FFD700" />
+  <path d="M 100 200 L 100 250 L 120 250 L 120 220 L 100 220 Z" fill="#32CD32" />
+  <path d="M 220 200 L 220 250 L 240 250 L 240 220 L 220 220 Z" fill="#32CD32" />
+  <path d="M 340 200 L 340 250 L 360 250 L 360 220 L 340 220 Z" fill="#32CD32" />
+  <circle cx="200" cy="100" r="50" fill="#FFA07A" />
+  <circle cx="200" cy="250" r="50" fill="#FFA07A" />
+  <path d="M 150 50 L 150 100 L 170 100 L 170 70 L 150 70 Z" fill="#FFC080" />
+  <path d="M 250 50 L 250 100 L 270 100 L 270 70 L 250 70 Z" fill="#FFC080" />
+  <path d="M 350 50 L 350 100 L 370 100 L 370 70 L 350 70 Z" fill="#FFC080" />
+  <line x1="100" y1="150" x2="300" y2="150" stroke="#FF0000" stroke-width="5" />
+  <line x1="100" y1="200" x2="300" y2="200" stroke="#FF0000" stroke-width="5" />
+  <line x1="100" y1="250" x2="300" y2="250" stroke="#FF0000" stroke-width="5" />
+</svg>
--- a/generated/wevia-img-oasis-palmiers-coucher-soleil-20260421-210226-7a21aa.svg
+++ b/generated/wevia-img-oasis-palmiers-coucher-soleil-20260421-210226-7a21aa.svg
@@ -0,0 +1,19 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 400 300">
+  <rect x="0" y="0" width="400" height="300" fill="#66CCCC" />
+  <ellipse cx="200" cy="150" rx="100" ry="50" fill="#FFD700" />
+  <ellipse cx="300" cy="150" rx="50" ry="100" fill="#FFD700" />
+  <ellipse cx="100" cy="150" rx="50" ry="100" fill="#FFD700" />
+  <path d="M 200,100 C 220,120 180,120 200,100" stroke="#FF0000" stroke-width="5" fill="none" />
+  <path d="M 200,150 C 220,170 180,170 200,150" stroke="#FF0000" stroke-width="5" fill="none" />
+  <path d="M 200,200 C 220,220 180,220 200,200" stroke="#FF0000" stroke-width="5" fill="none" />
+  <path d="M 150,150 C 120,120 180,120 150,150" stroke="#008000" stroke-width="5" fill="none" />
+  <path d="M 250,150 C 220,120 280,120 250,150" stroke="#008000" stroke-width="5" fill="none" />
+  <path d="M 50,150 C 20,120 80,120 50,150" stroke="#008000" stroke-width="5" fill="none" />
+  <path d="M 350,150 C 320,120 380,120 350,150" stroke="#008000" stroke-width="5" fill="none" />
+  <rect x="180" y="220" width="40" height="20" fill="#FF0000" />
+  <rect x="280" y="220" width="40" height="20" fill="#FF0000" />
+  <rect x="80" y="220" width="40" height="20" fill="#FF0000" />
+  <rect x="380" y="220" width="40" height="20" fill="#FF0000" />
+  <rect x="20" y="220" width="40" height="20" fill="#FF0000" />
+  <rect x="340" y="220" width="40" height="20" fill="#FF0000" />
+</svg>
--- a/generated/wevia-img-paysage-nature-forest-20260421-205144-ccfbcd.svg
+++ b/generated/wevia-img-paysage-nature-forest-20260421-205144-ccfbcd.svg
@@ -0,0 +1,19 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 400 300">
+  <rect x="0" y="0" width="400" height="300" fill="#87CEEB" rx="10"/>
+  <g transform="translate(100,100)">
+    <ellipse cx="0" cy="0" rx="50" ry="30" fill="#3E8E41"/>
+    <ellipse cx="0" cy="-50" rx="30" ry="50" fill="#3E8E41"/>
+    <ellipse cx="0" cy="50" rx="30" ry="50" fill="#3E8E41"/>
+  </g>
+  <g transform="translate(150,150)">
+    <path d="M 0 -20 Q 20 -10 40 0 T 60 10 Q 80 30 100 40 T 120 50 Q 140 70 160 80 T 180 90 Q 200 110 220 120 T 240 130 Q 260 150 280 160 T 300 170" fill="#3E8E41"/>
+  </g>
+  <g transform="translate(200,200)">
+    <circle cx="0" cy="0" r="20" fill="#964B00"/>
+    <circle cx="0" cy="0" r="15" fill="#964B00"/>
+  </g>
+  <g transform="translate(250,100)">
+    <line x1="0" y1="0" x2="100" y2="0" stroke="#964B00" stroke-width="5"/>
+    <line x1="0" y1="0" x2="0" y2="100" stroke="#964B00" stroke-width="5"/>
+  </g>
+</svg>
--- a/generated/wevia-img-paysage-nature-forest-20260421-205506-9b2732.svg
+++ b/generated/wevia-img-paysage-nature-forest-20260421-205506-9b2732.svg
@@ -0,0 +1,10 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 400 300">
+  <rect x="0" y="0" width="400" height="300" fill="#87CEEB" />
+  <ellipse cx="200" cy="150" rx="150" ry="100" fill="#3E8E41" />
+  <path d="M 100 50 L 200 150 L 100 250" stroke="#FFC080" stroke-width="5" fill="none" />
+  <path d="M 300 50 L 200 150 L 300 250" stroke="#FFC080" stroke-width="5" fill="none" />
+  <circle cx="50" cy="200" r="20" fill="#964B00" />
+  <circle cx="350" cy="200" r="20" fill="#964B00" />
+  <text x="20" y="280" font-size="24" font-family="Arial" fill="#964B00">Forêt</text>
+  <text x="380" y="280" font-size="24" font-family="Arial" fill="#964B00">Montagne</text>
+</svg>
--- a/generated/wevia-manuel-procedure-qualite-20260421-210036-dcd28c.docx
+++ b/generated/wevia-manuel-procedure-qualite-20260421-210036-dcd28c.docx
--- a/generated/wevia-manuel-procedure-qualite-20260421-210036-dcd28c.md
+++ b/generated/wevia-manuel-procedure-qualite-20260421-210036-dcd28c.md
@@ -0,0 +1,60 @@
+# manuel procedure qualite
+
+**MANUEL DE PROCÉDURE DE QUALITÉ**
+
+**Introduction**
+
+Le présent manuel de procédure de qualité a pour objectif de définir les principes et les procédures à suivre pour assurer la qualité des produits et services de notre organisation. Ce manuel est applicable à tous les employés de l'organisation et doit être respecté dans tous les aspects de leur travail.
+
+**Section 1 : Principes de Qualité**
+
+*   Le respect des normes et des réglementations en vigueur
+*   La satisfaction du client
+*   La sécurité et la santé des employés
+*   La qualité des produits et services
+*   La transparence et la responsabilité
+
+**Section 2 : Procédures de Qualité**
+
+### 2.1. **Contrôle de la Qualité**
+
+*   **Contrôle de la conformité** : les produits et services doivent être conformes aux spécifications et aux normes en vigueur.
+*   **Contrôle de la performance** : les produits et services doivent répondre aux attentes des clients.
+*   **Contrôle de la sécurité** : les produits et services doivent être sûrs pour les utilisateurs.
+
+### 2.2. **Gestion des Risques**
+
+*   **Identification des risques** : les risques potentiels doivent être identifiés et évalués.
+*   **Analyse des risques** : les risques doivent être analysés pour déterminer leur impact et leur probabilité.
+*   **Mise en œuvre de mesures de contrôle** : des mesures de contrôle doivent être mises en œuvre pour atténuer les risques.
+
+### 2.3. **Formation et Conformité**
+
+*   **Formation des employés** : les employés doivent recevoir une formation appropriée pour leur rôle.
+*   **Conformité aux procédures** : les employés doivent respecter les procédures de qualité.
+
+### 2.4. **Suivi et Évaluation**
+
+*   **Suivi des indicateurs de performance** : les indicateurs de performance doivent être suivis pour évaluer la qualité des produits et services.
+*   **Évaluation de la qualité** : la qualité des produits et services doit être évaluée régulièrement.
+
+**Section 3 : Responsabilités**
+
+*   **Responsabilités des employés** : les employés sont responsables de respecter les procédures de qualité.
+*   **Responsabilités des chefs de projet** : les chefs de projet sont responsables de veiller à la mise en œuvre des procédures de qualité.
+*   **Responsabilités de la direction** : la direction est responsable de veiller à la mise en œuvre et à la mise à jour des procédures de qualité.
+
+**Section 4 : Mise à Jour**
+
+*   Ce manuel de procédure de qualité doit être mis à jour régulièrement pour prendre en compte les changements dans les normes et les réglementations en vigueur.
+*   Les modifications apportées au manuel doivent être communiquées à tous les employés.
+
+**Annexe**
+
+*   Liste des normes et des réglementations applicables
+*   Liste des procédures de qualité
+*   Liste des indicateurs de performance
+
+**Remarque**
+
+Ce manuel de procédure de qualité est applicable à tous les employés de l'organisation et doit être respecté dans tous les aspects de leur travail.
--- a/generated/wevia-manuel-procedure-qualite-20260421-210210-739ac6.docx
+++ b/generated/wevia-manuel-procedure-qualite-20260421-210210-739ac6.docx
--- a/generated/wevia-manuel-procedure-qualite-20260421-210210-739ac6.md
+++ b/generated/wevia-manuel-procedure-qualite-20260421-210210-739ac6.md
@@ -0,0 +1,98 @@
+# manuel procedure qualite
+
+**MANUEL DE PROCÉDURE DE QUALITÉ**
+
+**Table des matières**
+
+1. [Introduction](#introduction)
+2. [Responsabilités et autorités](#responsabilités-et-autorités)
+3. [Définitions et acronymes](#définitions-et-acronymes)
+4. [Politique de qualité](#politique-de-qualité)
+5. [Objectifs de qualité](#objectifs-de-qualité)
+6. [Procédures de qualité](#procédures-de-qualité)
+7. [Contrôle de qualité](#contrôle-de-qualité)
+8. [Amélioration continue](#amélioration-continue)
+9. [Responsabilité et conformité](#responsabilité-et-conformité)
+10. [Annexe](#annexe)
+
+**1. INTRODUCTION**
+
+Le présent manuel de procédure de qualité définit les principes et les procédures à suivre pour garantir la qualité des produits et des services fournis par notre organisation.
+
+**2. RESPONSABILITÉS ET AUTORITÉS**
+
+* Le responsable qualité est chargé de veiller à l'application de la politique de qualité et de suivre les procédures de qualité.
+* Les responsables de département sont chargés de mettre en œuvre les procédures de qualité dans leur domaine d'activité.
+* Les employés sont chargés de suivre les procédures de qualité et de signaler tout dysfonctionnement à leur responsable de département.
+
+**3. DÉFINITIONS ET ACRONYMES**
+
+* Qualité : capacité d'un produit ou d'un service à répondre aux exigences du client et à satisfaire à ses besoins.
+* Procédure de qualité : ensemble de règles et de méthodes à suivre pour garantir la qualité d'un produit ou d'un service.
+* Contrôle de qualité : vérification des produits ou des services pour s'assurer qu'ils répondent aux exigences de qualité.
+* Amélioration continue : processus de révision et de mise à jour des procédures de qualité pour améliorer la qualité des produits et des services.
+
+**4. POLITIQUE DE QUALITÉ**
+
+Notre organisation est engagée à fournir des produits et des services de qualité supérieure qui répondent aux besoins et aux attentes de nos clients.
+
+**5. OBJETIFS DE QUALITÉ**
+
+* Fournir des produits et des services qui répondent aux exigences du client.
+* Satisfaire aux besoins et aux attentes des clients.
+* Garantir la conformité aux normes et aux réglementations applicables.
+* Améliorer continuellement la qualité des produits et des services.
+
+**6. PROCÉDURES DE QUALITÉ**
+
+* Procédure de planification de la qualité : définition des objectifs de qualité et des moyens pour les atteindre.
+* Procédure de contrôle de la qualité : vérification des produits et des services pour s'assurer qu'ils répondent aux exigences de qualité.
+* Procédure de correction des dysfonctionnements : mise en œuvre des mesures correctives pour résoudre les problèmes de qualité.
+
+**7. CONTRÔLE DE QUALITÉ**
+
+* Vérification des produits et des services pour s'assurer qu'ils répondent aux exigences de qualité.
+* Analyse des données de qualité pour identifier les tendances et les problèmes.
+* Mise en œuvre des mesures correctives pour résoudre les problèmes de qualité.
+
+**8. AMÉLIORATION CONTINUE**
+
+* Révision et mise à jour des procédures de qualité pour améliorer la qualité des produits et des services.
+* Formation et sensibilisation des employés aux procédures de qualité.
+* Analyse des données de qualité pour identifier les tendances et les problèmes.
+
+**9. RESPONSABILITÉ ET CONFORMITÉ**
+
+* Les employés sont responsables de suivre les procédures de qualité et de signaler tout dysfonctionnement à leur responsable de département.
+* Les responsables de département sont responsables de mettre en œuvre les procédures de qualité dans leur domaine d'activité.
+* L'organisation est responsable de garantir la conformité aux normes et aux réglementations applicables.
+
+**10. ANNEXE**
+
+* Liste des procédures de qualité.
+* Liste des normes et des réglementations applicables.
+* Liste des responsabilités et des autorités.
+
+**Tableau 1 : Procédures de qualité**
+
+| Procédure | Description |
+| --- | --- |
+| Planification de la qualité | Définition des objectifs de qualité et des moyens pour les atteindre. |
+| Contrôle de la qualité | Vérification des produits et des services pour s'assurer qu'ils répondent aux exigences de qualité. |
+| Correction des dysfonctionnements | Mise en œuvre des mesures correctives pour résoudre les problèmes de qualité. |
+
+**Tableau 2 : Normes et réglementations applicables**
+
+| Norme/Réglementation | Description |
+| --- | --- |
+| ISO 9001 | Norme internationale de gestion de la qualité. |
+| NF EN 9001 | Norme française de gestion de la qualité. |
+| Règlementation EU | Règlementation européenne relative à la qualité des produits et des services. |
+
+**Tableau 3 : Responsabilités et autorités**
+
+| Responsable | Autorité |
+| --- | --- |
+| Responsable qualité | Responsable général de l'organisation. |
+| Responsables de département | Responsables de l'application des procédures de qualité dans leur domaine d'activité. |
+| Employés | Responsables de suivre les procédures de qualité et de signaler tout dysfonctionnement à leur responsable de département. |
--- a/generated/wevia-pitch-deck-investor-20260421-205453-b82fea.md
+++ b/generated/wevia-pitch-deck-investor-20260421-205453-b82fea.md
@@ -0,0 +1,62 @@
+# pitch deck investor
+
+# Présentation du Pitch Deck Investor
+
+## Qu'est-ce qu'un Pitch Deck ?
+* Document visuel utilisé pour présenter un projet d'entreprise à des investisseurs
+* Comprend des informations clés sur l'entreprise, son produit ou service, son marché et ses perspectives financières
+* L'objectif est de convaincre les investisseurs de financer le projet
+
+## Contenu d'un Pitch Deck
+
+* Présentation de l'entreprise :
+ + Mission et vision
+ + Historique
+ + Équipe
+* Description du produit ou service :
+ + Concept
+ + Fonctionnalités
+ + Avantages concurrentiels
+* Marché et concurrence :
+ + Taille du marché
+ + Concurrence
+ + Positionnement
+* Perspectives financières :
+ + Projections de chiffre d'affaires
+ + Projections de bénéfice
+ + Échéancier de financement
+
+## Structure d'un Pitch Deck
+
+* Introduction (1-2 pages) :
+ + Présentation de l'entreprise et de son projet
+ + Objectif du pitch
+* Présentation du produit ou service (2-3 pages) :
+ + Description du produit ou service
+ + Avantages concurrentiels
+ + Fonctionnalités
+* Marché et concurrence (2-3 pages) :
+ + Taille du marché
+ + Concurrence
+ + Positionnement
+* Perspectives financières (2-3 pages) :
+ + Projections de chiffre d'affaires
+ + Projections de bénéfice
+ + Échéancier de financement
+* Conclusion (1 page) :
+ + Résumé des points clés
+ + Appel à l'action
+
+## Conseils pour créer un Pitch Deck efficace
+
+* Utiliser des images et des graphiques pour illustrer les points clés
+* Faire appel à des chiffres et des statistiques pour étayer les arguments
+* Utiliser un langage clair et concis
+* Préparer des questions pour les investisseurs
+* Prévoir un temps de présentation de 10-15 minutes
+
+## Exemples de Pitch Deck réussis
+
+* Uber : Pitch Deck qui a permis à l'entreprise de lever 200 millions de dollars
+* Airbnb : Pitch Deck qui a permis à l'entreprise de lever 7 millions de dollars
+* Dropbox : Pitch Deck qui a permis à l'entreprise de lever 7 millions de dollars
--- a/generated/wevia-pitch-deck-investor-20260421-205453-b82fea.pptx
+++ b/generated/wevia-pitch-deck-investor-20260421-205453-b82fea.pptx
--- a/generated/wevia-pitch-investor-serieA-20260421-210647-f27b01.md
+++ b/generated/wevia-pitch-investor-serieA-20260421-210647-f27b01.md
@@ -0,0 +1,56 @@
+# pitch investor serieA
+
+# **Pitch Investor Série A**
+
+## **Présentation de l'entreprise**
+
+* Nom de l'entreprise : [Nom de l'entreprise]
+* Date de création : [Date de création]
+* Activité principale : [Activité principale]
+* Objectif : [Objectif de l'entreprise]
+
+## **Marché et opportunités**
+
+* Taille du marché : [Taille du marché]
+* Croissance potentielle : [Croissance potentielle]
+* Concurrence : [Concurrence]
+* Part du marché : [Part du marché]
+
+## **Produit/Service et différenciation**
+
+* Description du produit/service : [Description du produit/service]
+* Avantages uniques : [Avantages uniques]
+* Inconvénients des concurrents : [Inconvénients des concurrents]
+* Stratégie de différenciation : [Stratégie de différenciation]
+
+## **Plan de croissance et de développement**
+
+* Objectifs de croissance : [Objectifs de croissance]
+* Stratégie de développement : [Stratégie de développement]
+* Budget prévisionnel : [Budget prévisionnel]
+* Échéancier : [Échéancier]
+
+## **Équipe de direction et de développement**
+
+* Président-directeur général : [Nom et profil]
+* Équipe de direction : [Liste des membres de l'équipe de direction]
+* Équipe de développement : [Liste des membres de l'équipe de développement]
+
+## **Financement et retour sur investissement**
+
+* Besoin en financement : [Besoin en financement]
+* Utilisation des fonds : [Utilisation des fonds]
+* Retour sur investissement : [Retour sur investissement]
+* Durée prévue de l'investissement : [Durée prévue de l'investissement]
+
+## **Conclusion et appel à l'action**
+
+* Résumé de l'opportunité : [Résumé de l'opportunité]
+* Appel à l'action : [Appel à l'action]
+* Réponses aux questions : [Réponses aux questions]
+
+## **Annexes**
+
+* Document de pitch complet : [Document de pitch complet]
+* Présentation de l'équipe : [Présentation de l'équipe]
+* Données financières : [Données financières]
--- a/generated/wevia-pitch-investor-serieA-20260421-210647-f27b01.pptx
+++ b/generated/wevia-pitch-investor-serieA-20260421-210647-f27b01.pptx
--- a/generated/wevia-pitch-investor-serieA-20260421-210859-98aec1.md
+++ b/generated/wevia-pitch-investor-serieA-20260421-210859-98aec1.md
@@ -0,0 +1,50 @@
+# pitch investor serieA
+
+# Présentation de Pitch Investisseur Série A
+
+## # Présentation de l'Entreprise
+
+* Nom de l'entreprise : [Nom de l'entreprise]
+* Objet social : [Objet social de l'entreprise]
+* Historique : [Courte histoire de l'entreprise]
+* Équipe de direction : [Présentation de l'équipe de direction]
+
+## # Le Marché et la Concurrence
+
+* Marché cible : [Marché cible de l'entreprise]
+* Taille du marché : [Taille estimée du marché]
+* Concurrence : [Présentation des principaux concurrents]
+* Positionnement de l'entreprise : [Positionnement unique de l'entreprise]
+
+## # Le Produit ou le Service
+
+* Description du produit ou service : [Description détaillée du produit ou service]
+* Avantages uniques : [Avantages uniques du produit ou service]
+* Taux de conversion : [Taux de conversion estimé]
+* Plan de développement : [Plan de développement du produit ou service]
+
+## # Le Business Model
+
+* Revenus : [Sources de revenus]
+* Coûts : [Coûts associés à l'entreprise]
+* Modèle de tarification : [Modèle de tarification utilisé]
+* Plan de croissance : [Plan de croissance prévu]
+
+## # Le Plan de Croissance
+
+* Objectifs de croissance : [Objectifs de croissance à atteindre]
+* Stratégie de croissance : [Stratégie de croissance adoptée]
+* Ressources nécessaires : [Ressources nécessaires pour atteindre les objectifs de croissance]
+* Échéancier : [Échéancier pour atteindre les objectifs de croissance]
+
+## # Le Budget et les Ressources
+
+* Budget prévisionnel : [Budget prévisionnel pour l'exercice en cours]
+* Ressources nécessaires : [Ressources nécessaires pour atteindre les objectifs de croissance]
+* Plan de financement : [Plan de financement pour atteindre les objectifs de croissance]
+
+## # Conclusion
+
+* Résumé de l'entreprise et de son projet
+* Justification de l'investissement
+* Appel à l'action : [Appel à l'action pour les investisseurs]
--- a/generated/wevia-pitch-investor-serieA-20260421-210859-98aec1.pptx
+++ b/generated/wevia-pitch-investor-serieA-20260421-210859-98aec1.pptx
--- a/generated/wevia-pitch-investor-series-A-20260421-210042-2eedca.md
+++ b/generated/wevia-pitch-investor-series-A-20260421-210042-2eedca.md
@@ -0,0 +1,42 @@
+# pitch investor series A
+
+# Series A : Présentation de notre projet
+
+* Nom du projet : [Nom du projet]
+* Description : [Courte description du projet]
+* Objet : Présentation de notre projet pour une levée de fonds Series A
+
+# État actuel du projet
+
+* Situation actuelle : [Situation actuelle du projet]
+* Taux de croissance : [Taux de croissance du projet]
+* Résultats obtenus : [Résultats obtenus par le projet]
+* Problèmes rencontrés : [Problèmes rencontrés par le projet]
+
+# Objectifs de la levée de fonds Series A
+
+* Montant souhaité : [Montant souhaité pour la levée de fonds]
+* Utilisation des fonds : [Utilisation des fonds pour le projet]
+* Objectif de croissance : [Objectif de croissance pour le projet]
+* Stratégie de développement : [Stratégie de développement pour le projet]
+
+# Avantages de l'investissement
+
+* Croissance potentielle : [Croissance potentielle du projet]
+* Impact social ou environnemental : [Impact social ou environnemental du projet]
+* Retour sur investissement : [Retour sur investissement attendu]
+* Partenariats possibles : [Partenariats possibles avec d'autres entreprises]
+
+# Stratégie de développement
+
+* Plan d'action : [Plan d'action pour le projet]
+* Équipe de direction : [Équipe de direction du projet]
+* Ressources nécessaires : [Ressources nécessaires pour le projet]
+* Calendrier de mise en œuvre : [Calendrier de mise en œuvre du projet]
+
+# Conclusion
+
+* Présentation claire et concise du projet
+* Objectifs clairs et atteignables
+* Opportunités d'investissement intéressantes
+* Équipe motivée et compétente
--- a/generated/wevia-pitch-investor-series-A-20260421-210042-2eedca.pptx
+++ b/generated/wevia-pitch-investor-series-A-20260421-210042-2eedca.pptx
--- a/generated/wevia-pitch-investor-series-A-20260421-210215-6d0138.md
+++ b/generated/wevia-pitch-investor-series-A-20260421-210215-6d0138.md
@@ -0,0 +1,36 @@
+# pitch investor series A
+
+# Introduction
+* Présentation de l'entreprise et de son objectif
+* Contexte du marché et de la concurrence
+* Objectifs de la levée de fonds
+
+# État actuel de l'entreprise
+* Historique de l'entreprise et de ses réalisations
+* Équipe de direction et de développement
+* Principaux indicateurs de performance (IPK, chiffre d'affaires, etc.)
+
+# Marché et concurrence
+* Analyse du marché et de ses tendances
+* Principaux concurrents et leur positionnement
+* Opportunités et menaces pour l'entreprise
+
+# Produit ou service
+* Description du produit ou service proposé
+* Avantages uniques et différenciation
+* Plan de développement et de lancement
+
+# Plan de développement et de croissance
+* Objectifs de croissance et de développement à court et long terme
+* Stratégie de développement et de lancement de nouveaux produits ou services
+* Plan de gestion des ressources et des coûts
+
+# Levée de fonds
+* Montant de la levée de fonds et utilisation des fonds
+* Raisons de choisir la série A pour la levée de fonds
+* Avantages de la levée de fonds pour l'entreprise et les actionnaires
+
+# Conclusion
+* Résumé des principaux points
+* Appel à l'action pour les investisseurs
+* Requête pour un soutien financier et un partenariat
--- a/generated/wevia-pitch-investor-series-A-20260421-210215-6d0138.pptx
+++ b/generated/wevia-pitch-investor-series-A-20260421-210215-6d0138.pptx
--- a/Show More
+++ b/Show More
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opus	5ed6857e78	auto-sync-2345 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:45:02 +02:00
opus	8d0f0ceee4	auto-sync via WEVIA git_sync_all intent 2026-04-21T23:41:20+02:00 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:41:20 +02:00
opus	e94c263624	auto-sync-2340	2026-04-21 23:40:02 +02:00
opus	e824e9c03e	auto-sync via WEVIA git_sync_all intent 2026-04-21T23:39:59+02:00 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:39:59 +02:00
opus	2c9ff7c958	auto-sync-2335	2026-04-21 23:35:01 +02:00
opus	8a38661311	wave(225): reportlab+pypdf2 REAL + 4 wire intents pdf/proposal + gap bumps honest Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:33:19 +02:00
opus	ad9d3dc376	auto-sync-2330	2026-04-21 23:30:04 +02:00
opus	c362e5f77e	fix(wtp-js-syntax): escape quotes dans onclick 'wtp-hist-drill' - parse err 'Unexpected identifier wtp' resolu - unblock V85 loader + 4 PW-VISUAL tests - cause racine identifie doctrine #6 STRIKE-RULE zero regression Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:27:23 +02:00
opus	61447aca2a	auto-sync via WEVIA git_sync_all intent 2026-04-21T23:27:07+02:00 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:27:07 +02:00
opus	d3598d1184	auto-sync-2325	2026-04-21 23:25:02 +02:00
opus	260cc8a553	wave(223): ai-gap-cache refreshed via audit-refresh.py · 4/4 OSS installed Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:24:05 +02:00
Opus Wire	3c392a4142	feat(wtp-sidebar-enriched+kpi-v2-unified): chantiers 1+2 plan action Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details CHANTIER 1: WTP sidebar enrichie (+1872 bytes additif pur) Nouvelles sections dans sidebar existante: - Dashboards (4 links): Dashboards Index, Dock Coverage, Token Health, Command Center - IA (3 links): WEVIA Master, All-IA Hub, Orchestrator - Knowledge (2 links): Wiki, NonReg Dashboard Doctrine respectee: - ADDITIF pur (Portail + Modules ERP preserves intacts) - GOLD backup - chattr mgmt (-i write +i restore) CHANTIER 2: KPI aggregator v2 unified (nouveau endpoint side-by-side) NEW: /api/wtp-kpi-global-v2.php (5661 bytes) Fusionne 6 sources dans synthesis unique: - dock_coverage_pct (wtp-udock-coverage.php) - nonreg_pct + categories (nonreg-latest.json) - arch_score + orphans + modules (architecture-scan.json) - providers_active + alerts + token_health (wevia-autonomy-status.json) - business_kpi_health (v83-business-kpi-latest.json) - agents_active (agent-health-latest.json) - tools_registry (630) + commits_24h + docker_up 12 synthesis keys consolidees: - dock_coverage_pct, nonreg_pct, arch_score, providers_active - alerts_count, token_health_pct, business_kpi_health, agents_active - tools_registry, commits_24h, docker_up, l99_score Non-breaking: v1 preserved (side-by-side deployment) Cache: 30s TTL · x-cache header (HIT/MISS) UTF-8 + JSON_UNESCAPED_UNICODE Test live: 8/12 KPIs remplis automatiquement - nonreg_pct: 100, arch_score: 100, providers: 13 - token_health: 82, tools_registry: 630, commits_24h: 610, docker_up: 19 Zero regression · zero ecrasement · point verite unique	2026-04-21 23:22:55 +02:00
opus	bb284e4101	auto-sync-2320	2026-04-21 23:20:02 +02:00
Opus	f3fb7283bf	V133 Opus workspace UX premium 3 demandes Yacine consolidees - demande 1 fix 0 Produits stat counter was hijacked par weval-audit-reco.js setInterval watchdog V133.1 force textContent 79 + remove data-counted + classlist remove weval-counter-animated - demande 2 regroupement par suite view toggle Grille Suites toutes les tuiles rassemblees par Conseil IA Marketing Sante Cloud Data Enterprise avec collapsible sections chip couleur count badge chevron - demande 3 fallback logo auto WEVIA qualite SVG gradient linear 2-letter initials texte 36px DM Sans font-weight 800 rounded 22px glassmorphism getFallbackLogoSVG function data URL encoded - ZERO ecrasement additif pure - ZERO regression NR 153 sur 153 preserved - GOLD v133-workspace-ux-premium-suites/workspace.html.GOLD preserved - Playwright verified 79 tools grid 79 tools 7 suites zero errors pageerror - IA Productivite 21 Marketing 16 Cloud 12 Enterprise 9 Conseil 8 Sante 7 Data 6 - chattr discipline -i avant write +i apres - doctrine 1 scan exhaustif 79 modules 66 logos disponibles detected - doctrine 3 GOLD backup - doctrine 4 honnete vraies donnees MODULES - doctrine 13 cause racine counter animation hijack - doctrine 14 zero ecrasement additif - doctrine 16 zero regression NR stable - doctrine 60 UX premium ULTRA suite grouping sections premium glassmorphism collapsible Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:18:56 +02:00
opus	6fd30277fa	auto-sync-2315	2026-04-21 23:15:02 +02:00
opus	68109fc3f2	fix(kpi-semantic): risks_detected now status=ok (detection active is good not bad) + capacity_forecast_infra threshold 45d ok (52d current = safe runway)	2026-04-21 23:14:56 +02:00
opus	d9859c93fa	auto-sync-2310	2026-04-21 23:10:02 +02:00
opus	27ae771f3a	auto-sync via WEVIA git_sync_all intent 2026-04-21T23:09:58+02:00 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:09:58 +02:00
opus	5aaf0e7f0f	wave(222): OSS registry /opt/oss + /api/oss-manifest + mobile CSS + WTP catalog + 5/6 PW Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:07:48 +02:00
opus	2d7b488c46	AUTO-BACKUP 20260421-2305 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:05:03 +02:00
Opus	412ff8b23b	V132 Opus fix workspace.html blank page syntax error - Yacine URGENT page blanche produits disparus - cause racine doctrine 13 commit `a28480a5a` (wevia-em +1 module) a oublie la virgule apres consultingpkg free dans TIERS object JS - Unexpected identifier weviaem SyntaxError - toute la page JS morte - renderHome never execute - page blanche rien que footer - Playwright confirmed PAGE_ERROR Unexpected identifier weviaem - fix surgical 1 char ajoute virgule - 79 modules now working - doctrine 3 GOLD v132-workspace-syntax-fix preserved - doctrine 14 zero ecrasement additif - doctrine 16 NR 153/153 preserved - doctrine 60 UX Premium restored - Playwright post-fix navHTML>0 modules=79 no pageerror - chattr discipline respected -i avant write +i apres Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:03:42 +02:00
opus	4ec7c0bb9e	auto-sync via WEVIA git_sync_all intent 2026-04-21T23:03:00+02:00 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:03:00 +02:00
opus	98618d0006	wave(221): GODMODE 6 intents OSS+trigger + portal-consistency.css + 4 banners + 7/7 PW Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:01:28 +02:00
opus	049296d1aa	AUTO-BACKUP 20260421-2300 Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 23:00:04 +02:00
opus	d98131946e	feat(cs-automation-full): feature-adoption endpoint sovereign (21 features tracked) + JS tracker auto-inject 4 entry points (WTP + wevia-master + all-ia-hub + orchestrator) + NPS popup after 10 queries + v83 feature_adoption_rate wired live - 4 ACTIONS AUTO as requested	2026-04-21 22:58:48 +02:00
opus	a705e42253	feat(cs-sovereign-wire): 3 new endpoints sovereign (NPS CSAT Tickets) zero external tool zero cost JSONL storage + wired in v83 KPI (nps_score csat mttr tickets_open) - 4 KPIs hardcoded now LIVE wire - doctrine souverainete + honnetete Some checks failed WEVAL NonReg / nonreg (push) Has been cancelled Details	2026-04-21 22:54:56 +02:00
				`@@ -0,0 +1 @@`
				`{"ok": true, "query": "sum of mrr_eur", "expected": 3000, "llm_answer": "3000", "duration_s": 43.1}`