phase-6 thumbs premium + 2 chatbots migres + doctrines 144 update et 145

4 livraisons phase 6: 1. THUMBNAILS premium 53/263 pages (20.2 pct coverage) - Script /opt/weval-ops/gen-thumbs-v2.py Python - wkhtmltoimage 1200x750 quality 55 js-delay 1500ms - Batch top-priority: HUB DASHBOARD AGENT BLADE AI CRM ADMIN PRODUCT - Skip existing (idempotent) - Output /var/www/html/thumbs 2. Endpoint API v2 wtp-orphans-registry.php - Ajout champ thumb URL per page - Ajout thumbs_available + thumbs_coverage_pct - Live scan toujours 6-10ms 3. Page HTML v2 enrichie - 7 KPI cards (ajout Thumbs coverage) - Cards 4-col avec preview thumb lazy loading 130px - Hover scale 1.03 - Fallback no-preview si pas thumb - onerror graceful fallback 4. 2 chatbots migres (total 4/6 interne chatbots): - saas-chat.php 171L doctrine 142 shutdown pattern - claude-pattern-api.php 330L doctrine 142 shutdown pattern - GOLD backups vault-gold/opus/*.doctrine141-*.bak - Redis DB 5 verifie 2 keys saas-chat + 1 key claude-pattern 5. Doctrine 144 update avec section thumbs phase 6 6. Doctrine 145 bilan chatbots migration complet Etat infra: - NR 153/153 invariant - Load 13-22 variable (thumbs generation active puis redescend) - 4/6 chatbots interne bridge memoire - ~1000 chatmem keys Redis DB 5 total Restants phase 7: - l99-chat SSE pattern specifique - openclaw-proxy SSE+messages array - Migration progressive des orphelines dans WTP (autorisation explicite Yacine)
2026-04-23 22:21:03 +02:00
parent 23d0c26ef9
commit 6a64e47215
7 changed files with 1032 additions and 0 deletions
--- a/vault-gold/opus/phase6-20260423-222102/claude-pattern-api.php
+++ b/vault-gold/opus/phase6-20260423-222102/claude-pattern-api.php
@@ -0,0 +1,349 @@
+<?php
+/* ═══════════════════════════════════════════════════════════════════
+   CLAUDE PATTERN API · Opus session v15 · 21-avr
+   
+   Unified endpoint implementing real Claude reasoning pattern:
+   1. THINKING  · understand query, classify intent
+   2. PLAN      · structured approach (steps)
+   3. RAG       · vector search context (Qdrant)
+   4. EXECUTE   · dispatch to appropriate backend
+   5. TESTS     · validation checks
+   6. RESPONSE  · final structured answer
+   7. CRITIQUE  · self-review + improvements
+   
+   Usage:
+   POST /api/claude-pattern-api.php
+     {"message":"...","chatbot":"wevia-master|wevia|claw|director|ethica"}
+   
+   Returns ALL 7 phases in structured JSON (not just final response).
+   ═══════════════════════════════════════════════════════════════════ */
+header('Content-Type: application/json; charset=utf-8');
+header('Cache-Control: no-store');
+header('Access-Control-Allow-Origin: *');
+
+$t0 = microtime(true);
+$input = json_decode(file_get_contents('php://input'), true) ?: [];
+
+// === DOCTRINE-141-SHUTDOWN · memory bridge ===
+if (@file_exists(__DIR__.'/wevia-memory-bridge.php')) { @require_once __DIR__.'/wevia-memory-bridge.php'; }
+$__chat_id = 'claude-pattern-api';
+$__user_id = $_COOKIE['weval_chat_session'] ?? $_SERVER['HTTP_X_USER_ID'] ?? ('anon-'.substr(md5(($_SERVER['REMOTE_ADDR']??'').($_SERVER['HTTP_USER_AGENT']??'')),0,12));
+$__msg_for_mem = '';
+register_shutdown_function(function() use (&$__msg_for_mem, $__chat_id, $__user_id) {
+    if (!function_exists('wevia_mem_save')) return;
+    $out = ob_get_contents();
+    if (!$out) return;
+    $d = @json_decode($out, true);
+    $resp = is_array($d) ? ($d['response'] ?? $d['answer'] ?? $d['content'] ?? '') : $out;
+    if ($resp && $__msg_for_mem) {
+        @wevia_mem_save($__chat_id, $__user_id, $__msg_for_mem, is_string($resp)?$resp:json_encode($resp), 'internal');
+    }
+});
+ob_start();
+// === /DOCTRINE-141-SHUTDOWN ===
+
+$message = trim($input['message'] ?? ''); $__msg_for_mem = $message;
+$chatbot = $input['chatbot'] ?? 'wevia-master';
+$session = $input['session'] ?? 'cp-' . bin2hex(random_bytes(3));
+
+if (!$message) {
+    http_response_code(400);
+    echo json_encode(['error' => 'message required']);
+    exit;
+}
+
+// Backend mapping per chatbot (REAL endpoints, NOT simulated)
+$BACKENDS = [
+    'wevia-master' => '/api/wevia-autonomous.php',
+    'wevia' => '/api/ambre-thinking.php',
+    'claw' => '/api/wevia-json-api.php',
+    'director' => '/api/wevia-autonomous.php',
+    'ethica' => '/api/ethica-brain.php',
+    'auto' => '/api/opus5-autonomous-orchestrator-v3.php',
+    'multiagent' => '/api/wevia-v83-multi-agent-orchestrator.php',
+    'parallel13' => '/api/wevia-v77-parallel-executor.php',
+];
+$FALLBACKS = [
+    'wevia-master' => '/api/opus5-autonomous-orchestrator-v3.php',
+    'director' => '/api/opus5-autonomous-orchestrator-v3.php',
+    'ethica' => '/api/wevia-autonomous.php',
+    'multiagent' => '/api/wevia-autonomous.php',
+    'parallel13' => '/api/wevia-autonomous.php',
+];
+
+$backend = $BACKENDS[$chatbot] ?? $BACKENDS['wevia-master'];
+
+$result = [
+    'ts' => date('c'),
+    'source' => 'claude-pattern-api v1 · Opus session v15',
+    'session' => $session,
+    'chatbot' => $chatbot,
+    'backend' => $backend,
+    'phases' => []
+];
+
+// ═════════════════════ PHASE 1 · THINKING ═════════════════════
+$t1 = microtime(true);
+$msg_lower = strtolower($message);
+
+$intent_keywords = [
+    'status' => ['status', 'état', 'sante', 'health', 'live'],
+    'query' => ['qui', 'quoi', 'où', 'quand', 'comment', 'pourquoi', 'what', 'who'],
+    'action' => ['rotate', 'restart', 'deploy', 'commit', 'push', 'run', 'exec'],
+    'analytics' => ['kpi', 'metric', 'count', 'nombre', 'combien', 'total'],
+    'config' => ['setup', 'configure', 'install', 'add', 'ajouter'],
+];
+
+$detected_intent = 'query';
+$keywords_matched = [];
+foreach ($intent_keywords as $intent => $keywords) {
+    foreach ($keywords as $kw) {
+        if (strpos($msg_lower, $kw) !== false) {
+            $detected_intent = $intent;
+            $keywords_matched[] = $kw;
+            break 2;
+        }
+    }
+}
+
+$complexity = strlen($message) > 100 ? 'high' : (strlen($message) > 30 ? 'medium' : 'low');
+
+$result['phases']['1_thinking'] = [
+    'duration_ms' => round((microtime(true) - $t1) * 1000, 2),
+    'detected_intent' => $detected_intent,
+    'keywords_matched' => $keywords_matched,
+    'complexity' => $complexity,
+    'message_length' => strlen($message),
+    'language' => preg_match('/[àâéèêëîïôùûüœ]/ui', $message) ? 'fr' : 'en',
+];
+
+// ═════════════════════ PHASE 2 · PLAN ═════════════════════
+$t2 = microtime(true);
+$plan_steps = [];
+
+switch ($detected_intent) {
+    case 'status':
+        $plan_steps = [
+            '1. Query system state via wtp-kpi-global-v2',
+            '2. Check provider health + docker',
+            '3. Format structured response',
+        ];
+        break;
+    case 'action':
+        $plan_steps = [
+            '1. Validate action safety + preflight',
+            '2. Call appropriate backend ('.$backend.')',
+            '3. Capture execution output + validate',
+        ];
+        break;
+    case 'analytics':
+        $plan_steps = [
+            '1. Query relevant KPI source (wtp-kpi-global-v2, nonreg, architecture)',
+            '2. Extract metrics from JSON',
+            '3. Format quantitative response',
+        ];
+        break;
+    default:
+        $plan_steps = [
+            '1. Query RAG / Qdrant context for query',
+            '2. Dispatch to chatbot backend',
+            '3. Format response with confidence score',
+        ];
+}
+
+$result['phases']['2_plan'] = [
+    'duration_ms' => round((microtime(true) - $t2) * 1000, 2),
+    'steps_count' => count($plan_steps),
+    'steps' => $plan_steps,
+    'backend_selected' => $backend,
+];
+
+// ═════════════════════ PHASE 3 · RAG (context enrichment) ═════════════════════
+$t3 = microtime(true);
+$rag_context = [];
+
+// Try Qdrant local search (if available)
+$qdrant_ctx = @file_get_contents(
+    'http://127.0.0.1:6333/collections/wevia_knowledge/points/search',
+    false,
+    stream_context_create([
+        'http' => [
+            'method' => 'POST',
+            'header' => "Content-Type: application/json\r\n",
+            'content' => json_encode(['limit' => 3, 'with_payload' => true, 'vector' => array_fill(0, 384, 0.0)]),
+            'timeout' => 2,
+        ]
+    ])
+);
+
+$rag_found = 0;
+if ($qdrant_ctx) {
+    $qd = @json_decode($qdrant_ctx, true);
+    $rag_found = isset($qd['result']) ? count($qd['result']) : 0;
+}
+
+$result['phases']['3_rag'] = [
+    'duration_ms' => round((microtime(true) - $t3) * 1000, 2),
+    'qdrant_queried' => true,
+    'contexts_found' => $rag_found,
+    'vector_size' => 384,
+];
+
+// ═════════════════════ PHASE 4 · EXECUTE (REAL backend call) ═════════════════════
+$t4 = microtime(true);
+
+$backend_url = 'http://127.0.0.1' . $backend;
+// Smart body based on chatbot type
+if (in_array($chatbot, ['multiagent', 'parallel13'])) {
+    // These need trigger keywords for multi-agent
+    $backend_body = json_encode([
+        'message' => 'multiagent ' . $message,
+        'session' => $session,
+    ]);
+} else {
+    $backend_body = json_encode(['message' => $message, 'session' => $session]);
+}
+
+$ctx_exec = stream_context_create([
+    'http' => [
+        'method' => 'POST',
+        'header' => "Content-Type: application/json\r\nHost: weval-consulting.com\r\n",
+        'content' => $backend_body,
+        'timeout' => 15,
+        'ignore_errors' => true,
+    ]
+]);
+
+$backend_response = @file_get_contents($backend_url, false, $ctx_exec);
+$backend_data = $backend_response ? @json_decode($backend_response, true) : null;
+
+$backend_ok = $backend_data !== null && !isset($backend_data['error']);
+$backend_text = '';
+
+// FALLBACK if primary fails
+if (!$backend_ok && isset($FALLBACKS[$chatbot])) {
+    $fallback_url = 'http://127.0.0.1' . $FALLBACKS[$chatbot];
+    $backend_response_fb = @file_get_contents($fallback_url, false, $ctx_exec);
+    if ($backend_response_fb) {
+        $backend_response = $backend_response_fb;
+        $backend_data = @json_decode($backend_response, true);
+        $backend_ok = $backend_data !== null && !isset($backend_data['error']);
+        $backend = $FALLBACKS[$chatbot];
+        $result['backend'] = $backend . ' (fallback)';
+    }
+}
+
+if ($backend_data) {
+    // Deep-dig extraction (handle SSE, nested, opus5 orchestrator)
+    $backend_text = $backend_data['final_response'] 
+                  ?? $backend_data['text'] 
+                  ?? $backend_data['response'] 
+                  ?? $backend_data['answer'] 
+                  ?? $backend_data['reply'] 
+                  ?? $backend_data['message'] 
+                  ?? '';
+    // Handle nested thinking field
+    if (!$backend_text && isset($backend_data['thinking'])) {
+        $backend_text = $backend_data['thinking'];
+    }
+    // Handle array result
+    if (is_array($backend_text)) $backend_text = json_encode($backend_text, JSON_UNESCAPED_UNICODE);
+}
+// Extract from SSE stream if needed
+if (!$backend_text && strpos($backend_response, 'data:') !== false) {
+    preg_match_all('/data:\s*(\{[^
+]+\})/', $backend_response, $m);
+    $collected = [];
+    foreach ($m[1] ?? [] as $chunk) {
+        $cd = @json_decode($chunk, true);
+        if ($cd && !empty($cd['text'])) {
+            $collected[] = $cd['text'];
+        }
+    }
+    if ($collected) $backend_text = implode("\n", $collected);
+}
+
+$result['phases']['4_execute'] = [
+    'duration_ms' => round((microtime(true) - $t4) * 1000, 2),
+    'backend_called' => $backend_url,
+    'backend_ok' => $backend_ok,
+    'response_size' => strlen((string)$backend_response),
+    'response_preview' => substr($backend_text, 0, 200),
+];
+
+// ═════════════════════ PHASE 5 · TESTS (validation) ═════════════════════
+$t5 = microtime(true);
+
+$tests = [
+    'has_response' => !empty($backend_text) && strlen($backend_text) > 10,
+    'no_error' => !preg_match('/\berror\b|\bfailed\b|\bexception\b/i', substr($backend_text, 0, 200)),
+    'within_timeout' => (microtime(true) - $t4) < 15,
+    'backend_json_valid' => $backend_data !== null,
+    'not_simulated' => $backend_ok && !preg_match('/simulat(ed|ion)|mock|fake|placeholder/i', substr($backend_text, 0, 300)),
+    'not_hallucinating' => !preg_match('/\b(je ne sais pas|i don\'t know|n\'ai pas d\'information|imagine|hypothetical|suppose que|probablement|might be|could be)\b/i', substr($backend_text, 0, 300)),
+    'has_natural_lang' => preg_match('/\b(le|la|les|un|une|des|je|vous|nous|est|sont|avec|dans|the|is|are|we|you)\b/i', substr($backend_text, 0, 200)) > 0,
+];
+
+$tests_passed = array_sum(array_map('intval', $tests));
+$tests_total = count($tests);
+
+$result['phases']['5_tests'] = [
+    'duration_ms' => round((microtime(true) - $t5) * 1000, 2),
+    'passed' => $tests_passed,
+    'total' => $tests_total,
+    'score_pct' => round($tests_passed / $tests_total * 100),
+    'details' => $tests,
+];
+
+// ═════════════════════ PHASE 6 · RESPONSE (final) ═════════════════════
+$t6 = microtime(true);
+
+$final_response = $backend_text;
+if (!$final_response && $backend_data) {
+    $final_response = json_encode($backend_data, JSON_UNESCAPED_UNICODE);
+}
+if (!$final_response) {
+    $final_response = "Backend did not return response. Check {$backend}";
+}
+
+$result['phases']['6_response'] = [
+    'duration_ms' => round((microtime(true) - $t6) * 1000, 2),
+    'length' => strlen($final_response),
+    'text' => $final_response,
+];
+
+// ═════════════════════ PHASE 7 · CRITIQUE (self-review) ═════════════════════
+$t7 = microtime(true);
+
+$critique = [];
+if ($tests_passed < $tests_total) {
+    $critique[] = "WARNING: {$tests_passed}/{$tests_total} tests passed · needs review";
+}
+if (strlen($final_response) < 20) {
+    $critique[] = "WARNING: response very short ({" . strlen($final_response) . "}b) · consider fallback";
+}
+if ((microtime(true) - $t0) > 10) {
+    $critique[] = "PERF: total duration exceeded 10s";
+}
+if (empty($critique)) {
+    $critique[] = "OK: all checks passed · response quality acceptable";
+}
+
+$result['phases']['7_critique'] = [
+    'duration_ms' => round((microtime(true) - $t7) * 1000, 2),
+    'notes' => $critique,
+    'quality_score' => $tests_passed / $tests_total,
+];
+
+// ═════════════════════ Summary ═════════════════════
+$total_ms = round((microtime(true) - $t0) * 1000, 2);
+$result['summary'] = [
+    'total_duration_ms' => $total_ms,
+    'phases_executed' => count($result['phases']),
+    'backend_ok' => $backend_ok,
+    'tests_score' => "{$tests_passed}/{$tests_total}",
+    'quality' => $tests_passed === $tests_total ? 'EXCELLENT' : ($tests_passed >= 3 ? 'OK' : 'LOW'),
+    'response' => $final_response,
+];
+
+echo json_encode($result, JSON_PRETTY_PRINT | JSON_UNESCAPED_UNICODE);
--- a/vault-gold/opus/phase6-20260423-222102/gen-thumbs-v2.py
+++ b/vault-gold/opus/phase6-20260423-222102/gen-thumbs-v2.py
@@ -0,0 +1,65 @@
+#!/usr/bin/env python3
+"""Generate thumbnails for top-priority orphan pages via wkhtmltoimage"""
+import subprocess, json, urllib.request, os, sys
+
+THUMBS_DIR = '/var/www/html/thumbs'
+os.makedirs(THUMBS_DIR, exist_ok=True)
+
+# Fetch list
+try:
+    r = urllib.request.urlopen('http://localhost/api/wtp-orphans-registry.php', timeout=10)
+    data = json.load(r)
+except Exception as e:
+    print(f"Fetch err: {e}")
+    sys.exit(1)
+
+priority = ['ACTIVE_HUB', 'ACTIVE_DASHBOARD', 'ACTIVE_AGENT', 'ACTIVE_BLADE', 
+            'ACTIVE_AI', 'ACTIVE_CRM', 'ACTIVE_ADMIN', 'ACTIVE_PRODUCT']
+
+targets = []
+for cat in priority:
+    items = data.get('categories', {}).get(cat, [])
+    for item in items[:15]:  # max 15 per cat
+        targets.append(item['name'])
+        if len(targets) >= 70: break
+    if len(targets) >= 70: break
+
+print(f"Targets: {len(targets)}")
+
+ok = 0; fail = 0; skip = 0
+for page in targets:
+    thumb_name = page.replace('.html', '.jpg')
+    thumb_path = os.path.join(THUMBS_DIR, thumb_name)
+    
+    # Skip if exists and > 3KB
+    if os.path.exists(thumb_path) and os.path.getsize(thumb_path) > 3000:
+        skip += 1
+        continue
+    
+    url = f"https://weval-consulting.com/{page}"
+    try:
+        result = subprocess.run([
+            'timeout', '25',
+            'wkhtmltoimage',
+            '--width', '1200',
+            '--height', '750',
+            '--quality', '55',
+            '--javascript-delay', '1500',
+            '--no-stop-slow-scripts',
+            '--quiet',
+            url, thumb_path
+        ], capture_output=True, timeout=30)
+        
+        if os.path.exists(thumb_path) and os.path.getsize(thumb_path) > 3000:
+            ok += 1
+            print(f"  ✅ {page}")
+        else:
+            fail += 1
+            if os.path.exists(thumb_path): os.remove(thumb_path)
+    except Exception as e:
+        fail += 1
+        print(f"  ❌ {page}: {str(e)[:60]}")
+
+print(f"\nResults: OK={ok} FAIL={fail} SKIP={skip}")
+total_thumbs = len([f for f in os.listdir(THUMBS_DIR) if f.endswith('.jpg')])
+print(f"Total thumbs in dir: {total_thumbs}")
--- a/vault-gold/opus/phase6-20260423-222102/saas-chat.php
+++ b/vault-gold/opus/phase6-20260423-222102/saas-chat.php
@@ -0,0 +1,190 @@
+<?php
+// WAVE 253 · saas-chat grounded with live WEVAL data (anti-hallucination)
+header('Content-Type: application/json');
+// WAVE 256: Defense-in-depth sanitizer (mirrors weval-ia-fast.php)
+function wave256_sanitize($t) {
+    if (!is_string($t) || $t === '') return $t;
+    $blocklist = ['Groq', 'Cerebras', 'SambaNova', 'Ollama', 'DeepSeek', 'Mistral', 'Together', 'Replicate',
+                  'vLLM', 'Qwen', 'NVIDIA NIM', 'Cohere', 'OpenRouter', 'HuggingFace', 'Anthropic',
+                  '/opt/', '/var/www/', '/etc/', 'admin123', '49222', '11434', '6333', '4001',
+                  '204.168', '95.216', '151.80', '10.1.0', 'root@', 'ssh -p', 'docker ps',
+                  'PGPASSWORD', 'PostgreSQL', 'weval_leads', 'weval_tasks'];
+    foreach ($blocklist as $w) $t = str_ireplace($w, 'WEVIA Engine', $t);
+    $t = preg_replace('/\b\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}\b/', '[infrastructure securisee]', $t);
+    $t = preg_replace('/\b(sk-[a-zA-Z0-9]{20,}|xoxb-[a-zA-Z0-9-]{20,}|eyJ[a-zA-Z0-9_.-]{50,})\b/', '[token securise]', $t);
+    $t = preg_replace('/\b(ghp|gho|ghu|ghs|ghr)_[A-Za-z0-9]{20,}\b/', '[token securise]', $t);
+    return $t;
+}
+
+
+header('Access-Control-Allow-Origin: *');
+if($_SERVER['REQUEST_METHOD']==='OPTIONS'){header('Access-Control-Allow-Methods: POST');header('Access-Control-Allow-Headers: Content-Type');exit;}
+$input=json_decode(file_get_contents('php://input'),true);
+
+// === DOCTRINE-141-SHUTDOWN · memory bridge ===
+if (@file_exists(__DIR__.'/wevia-memory-bridge.php')) { @require_once __DIR__.'/wevia-memory-bridge.php'; }
+$__chat_id = 'saas-chat';
+$__user_id = $_COOKIE['weval_chat_session'] ?? $_SERVER['HTTP_X_USER_ID'] ?? ('anon-'.substr(md5(($_SERVER['REMOTE_ADDR']??'').($_SERVER['HTTP_USER_AGENT']??'')),0,12));
+$__msg_for_mem = '';
+register_shutdown_function(function() use (&$__msg_for_mem, $__chat_id, $__user_id) {
+    if (!function_exists('wevia_mem_save')) return;
+    $out = ob_get_contents();
+    if (!$out) return;
+    $d = @json_decode($out, true);
+    $resp = is_array($d) ? ($d['response'] ?? $d['answer'] ?? $d['content'] ?? '') : $out;
+    if ($resp && $__msg_for_mem) {
+        @wevia_mem_save($__chat_id, $__user_id, $__msg_for_mem, is_string($resp)?$resp:json_encode($resp), 'internal');
+    }
+});
+ob_start();
+// === /DOCTRINE-141-SHUTDOWN ===
+
+$msg=$input['message']??$_POST['message']??''; $__msg_for_mem = $msg;
+$session=$input['session']??$_POST['session']??'default';
+$origin=$input['origin']??$_SERVER['HTTP_REFERER']??'unknown';
+if(!$msg)die(json_encode(['error'=>'no message']));
+
+// === WAVE 253 GROUNDING: fetch live data BEFORE LLM call (anti-hallucination) ===
+function pg_c() { return @pg_connect('host=10.1.0.3 port=5432 dbname=paperclip user=admin password=admin123 connect_timeout=2'); }
+
+function build_grounding_context() {
+    $ctx = ['ts' => date('c'), 'source' => 'live'];
+    $pg = pg_c();
+    if ($pg) {
+        // 48 leads stats
+        $r = @pg_query($pg, "SELECT COUNT(*) AS n, ROUND(AVG(mql_score)) AS avg_mql, SUM(CASE WHEN sql_qualified THEN 1 ELSE 0 END) AS sql_q FROM weval_leads");
+        if ($r) { $ctx['leads'] = pg_fetch_assoc($r); }
+        // Top industries
+        $r2 = @pg_query($pg, "SELECT industry, COUNT(*) AS n, ROUND(AVG(mql_score)) AS avg_mql FROM weval_leads WHERE industry IS NOT NULL GROUP BY industry ORDER BY n DESC, avg_mql DESC LIMIT 8");
+        if ($r2) { $ctx['industries'] = []; while ($row = pg_fetch_assoc($r2)) $ctx['industries'][] = $row; }
+        // Top countries
+        $r3 = @pg_query($pg, "SELECT country, COUNT(*) AS n FROM weval_leads WHERE country IS NOT NULL GROUP BY country ORDER BY n DESC LIMIT 6");
+        if ($r3) { $ctx['countries'] = []; while ($row = pg_fetch_assoc($r3)) $ctx['countries'][] = $row; }
+        // TOP 5 leads with MQL 85+
+        $r4 = @pg_query($pg, "SELECT company, mql_score, industry, country, sql_qualified FROM weval_leads WHERE mql_score >= 85 ORDER BY mql_score DESC LIMIT 6");
+        if ($r4) { $ctx['top_leads'] = []; while ($row = pg_fetch_assoc($r4)) $ctx['top_leads'][] = $row; }
+        // Tasks
+        $r5 = @pg_query($pg, "SELECT status, COUNT(*) AS n, SUM(estimated_mad) AS mad FROM weval_tasks GROUP BY status");
+        if ($r5) { $ctx['tasks_by_status'] = []; while ($row = pg_fetch_assoc($r5)) $ctx['tasks_by_status'][] = $row; }
+        pg_close($pg);
+    }
+    // Solutions scanner top 3
+    $ch = curl_init('http://127.0.0.1/api/solution-scanner.php?action=full_analysis');
+    curl_setopt_array($ch, [CURLOPT_RETURNTRANSFER=>1, CURLOPT_TIMEOUT=>5]);
+    $raw = curl_exec($ch); curl_close($ch);
+    if ($raw) {
+        $sd = @json_decode($raw, true);
+        if ($sd && !empty($sd['solutions'])) {
+            $ctx['top_solutions'] = [];
+            foreach (array_slice($sd['solutions'], 0, 5) as $sol) {
+                $ctx['top_solutions'][] = [
+                    'name' => $sol['name'],
+                    'winning_score' => $sol['winning_score'],
+                    'decision' => $sol['decision'],
+                    'mad' => $sol['mad_est'],
+                    'maturity' => $sol['maturity'],
+                    'dev_calendar_days' => $sol['dev_effort']['calendar_days_est'] ?? 0,
+                ];
+            }
+            $ctx['pipeline_summary'] = $sd['summary'] ?? null;
+        }
+    }
+    return $ctx;
+}
+
+$grounding = build_grounding_context();
+
+// Build grounding text block for system prompt
+$ground_text = "DONNÉES WEVAL LIVE (ne jamais dire que tu n'as pas accès - ces données sont fraîches, injectées):\n\n";
+
+if (!empty($grounding['leads'])) {
+    $l = $grounding['leads'];
+    $ground_text .= "📊 PAPERCLIP LEADS: " . $l['n'] . " leads · avg MQL " . $l['avg_mql'] . " · SQL qualifiés " . $l['sql_q'] . "\n";
+}
+if (!empty($grounding['industries'])) {
+    $ground_text .= "🏭 TOP INDUSTRIES: ";
+    foreach ($grounding['industries'] as $i) $ground_text .= $i['industry'] . " (" . $i['n'] . " leads, MQL " . $i['avg_mql'] . ") · ";
+    $ground_text .= "\n";
+}
+if (!empty($grounding['countries'])) {
+    $ground_text .= "🗺 PAYS: ";
+    foreach ($grounding['countries'] as $c) $ground_text .= $c['country'] . "=" . $c['n'] . " · ";
+    $ground_text .= "\n";
+}
+if (!empty($grounding['top_leads'])) {
+    $ground_text .= "🏆 TOP LEADS MQL85+:\n";
+    foreach ($grounding['top_leads'] as $tl) {
+        $sql = ($tl['sql_qualified'] === 't' || $tl['sql_qualified'] === true) ? '✅SQL' : '';
+        $ground_text .= "  · " . $tl['company'] . " (MQL " . $tl['mql_score'] . " · " . $tl['industry'] . " · " . $tl['country'] . " $sql)\n";
+    }
+}
+if (!empty($grounding['tasks_by_status'])) {
+    $ground_text .= "📋 TASKS: ";
+    foreach ($grounding['tasks_by_status'] as $t) $ground_text .= $t['status'] . "=" . $t['n'] . " (" . round(($t['mad']??0)/1000) . "K MAD) · ";
+    $ground_text .= "\n";
+}
+if (!empty($grounding['top_solutions'])) {
+    $ground_text .= "\n🎯 TOP 5 SOLUTIONS WEVAL (Scanner WePredict):\n";
+    foreach ($grounding['top_solutions'] as $s) {
+        $ground_text .= "  · " . $s['name'] . " · score " . $s['winning_score'] . "/100 · " . $s['decision'] . " · " . round($s['mad']/1000) . "K MAD · maturity " . $s['maturity'] . "% · dev " . $s['dev_calendar_days'] . "j\n";
+    }
+}
+if (!empty($grounding['pipeline_summary'])) {
+    $ps = $grounding['pipeline_summary'];
+    $ground_text .= "\n💰 PIPELINE GLOBAL: " . round($ps['total_mad_pipeline']/1000) . "K MAD · dev cost " . round($ps['total_dev_cost_mad']/1000) . "K MAD · " . $ps['ship_it'] . " SHIP_IT · " . $ps['dev_sprint'] . " DEV_SPRINT\n";
+}
+
+// Redis memory
+$history=[];
+try{$redis=new Redis();$redis->connect('127.0.0.1',6379);$redis->select(3);
+$raw=$redis->get("saas:$session");if($raw)$history=json_decode($raw,true)?:[];}catch(Exception $e){$redis=null;}
+
+// System prompt ENRICHED with grounding
+$system_prompt = "Tu es WEVIA Master, IA de WEVAL Consulting Casablanca (Maroc + France + MENA).\n\n" .
+    "RÈGLES STRICTES ANTI-HALLUCINATION (wave 253):\n" .
+    "1. TOUJOURS utiliser les DONNÉES LIVE ci-dessous, JAMAIS dire 'je n'ai pas accès' ou 'je ne peux pas accéder'\n" .
+    "2. Si on te demande 'combien de leads' → réponds avec le chiffre exact fourni\n" .
+    "3. Si on te demande top industries/pays/leads → liste ceux fournis\n" .
+    "4. Si tu manques une info, dis 'non disponible dans les données fournies' PAS 'je n'ai pas accès'\n" .
+    "5. Réponds en français concis. Utilise les noms réels (Ethica, Vistex, Huawei, etc.)\n\n" .
+    $ground_text . "\n" .
+    "CONTEXTE: origin=" . basename($origin) . "\n" .
+    "Réponds maintenant à la question en t'appuyant sur ces données live.";
+
+$messages=[['role'=>'system','content'=>$system_prompt]];
+foreach(array_slice($history,-4) as $h)$messages[]=$h;
+$messages[]=['role'=>'user','content'=>$msg];
+
+// Cascade
+$env=[];foreach(@file('/etc/weval/secrets.env',2|4)?:[] as $l){if(strpos($l,'=')!==false){[$k,$v]=explode('=',$l,2);$env[trim($k)]=trim($v," \t\"'");}}
+$providers=[
+['u'=>'https://api.groq.com/openai/v1/chat/completions','k'=>$env['GROQ_KEY']??'','m'=>'llama-3.3-70b-versatile','name'=>'Groq-Llama3.3'],
+['u'=>'https://api.cerebras.ai/v1/chat/completions','k'=>$env['CEREBRAS_API_KEY']??'','m'=>'llama-3.3-70b','name'=>'Cerebras-Llama3.3'],
+['u'=>'https://api.mistral.ai/v1/chat/completions','k'=>$env['MISTRAL_KEY']??'','m'=>'mistral-small-latest','name'=>'Mistral'],
+];
+$reply=''; $provider_used='';
+foreach($providers as $p){
+if(!$p['k'])continue;
+$ch=curl_init($p['u']);
+curl_setopt_array($ch,[CURLOPT_RETURNTRANSFER=>1,CURLOPT_POST=>1,CURLOPT_TIMEOUT=>15,
+CURLOPT_HTTPHEADER=>['Content-Type: application/json','Authorization: Bearer '.$p['k']],
+CURLOPT_POSTFIELDS=>json_encode(['model'=>$p['m'],'messages'=>$messages,'max_tokens'=>1200,'temperature'=>0.3])]);
+$r=curl_exec($ch);$code=curl_getinfo($ch,CURLINFO_HTTP_CODE);curl_close($ch);
+if($code>=200&&$code<300){$d=json_decode($r,true);$reply=$d['choices'][0]['message']['content']??'';if($reply){$provider_used=$p['name'];break;}}
+}
+if(!$reply)$reply='Service temporairement indisponible.';
+$history[]=['role'=>'user','content'=>$msg];
+$history[]=['role'=>'assistant','content'=>$reply];
+if($redis)$redis->setex("saas:$session",3600,json_encode(array_slice($history,-20)));
+
+echo json_encode([
+    'response' => wave256_sanitize($reply),
+    'provider'=>$provider_used ?: 'saas-sovereign',
+    'session'=>$session,
+    'grounding'=>[
+        'leads_count'=>$grounding['leads']['n'] ?? null,
+        'industries_count'=>count($grounding['industries'] ?? []),
+        'solutions_count'=>count($grounding['top_solutions'] ?? []),
+        'wave'=>253,
+    ]
+]);
--- a/vault-gold/opus/phase6-20260423-222102/wtp-orphans-registry.html
+++ b/vault-gold/opus/phase6-20260423-222102/wtp-orphans-registry.html
@@ -0,0 +1,217 @@
+<!DOCTYPE html>
+<html lang="fr">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<title>WTP Orphans Registry · 261 pages à relier</title>
+<style>
+  :root{
+    --ink:#0a0e1a;--ink2:#0c1120;--ink3:#111a2e;--line:#1a2238;--line2:#2a3450;
+    --paper:#e8eaf0;--smoke:#9aa3b8;--fog:#6b7490;
+    --gold:#d4a853;--gold-br:#f3c678;--gold-lt:#ffd98a;
+    --em:#10b981;--em-lt:#4ade80;--sa:#22d3ee;--to:#fbbf24;--to-lt:#fde047;
+    --ru:#ef4444;--vi:#a855f7;--pi:#f472b6;
+    --sans:-apple-system,BlinkMacSystemFont,"Segoe UI",Inter,system-ui,sans-serif;
+    --serif:"Fraunces","Playfair Display",Georgia,serif;
+    --mono:"JetBrains Mono","Fira Code",ui-monospace,monospace;
+  }
+  *{box-sizing:border-box;margin:0;padding:0}
+  body{background:var(--ink);color:var(--paper);font-family:var(--sans);font-size:13.5px;line-height:1.6;min-height:100vh;padding:20px 28px;overflow-x:hidden}
+  .hd{max-width:1400px;margin:0 auto 30px;padding-bottom:18px;border-bottom:1px solid var(--line2);position:relative}
+  .hd .eyebrow{font-family:var(--mono);font-size:10px;color:var(--gold);letter-spacing:.2em;text-transform:uppercase;margin-bottom:8px}
+  .hd h1{font-family:var(--serif);font-weight:500;font-size:34px;line-height:1.1;color:var(--paper)}
+  .hd h1 em{color:var(--gold);font-style:italic}
+  .hd .sub{margin-top:6px;font-size:13px;color:var(--fog);font-style:italic;font-family:var(--serif)}
+  .hd .back{position:absolute;top:0;right:0;padding:7px 14px;background:transparent;border:1px solid var(--line2);border-radius:2px;color:var(--fog);font-family:var(--sans);font-size:11px;text-decoration:none;text-transform:uppercase;letter-spacing:.08em;transition:all .15s}
+  .hd .back:hover{color:var(--gold);border-color:var(--gold)}
+  .wrap{max-width:1400px;margin:0 auto}
+  .kpis{display:grid;grid-template-columns:repeat(auto-fit,minmax(180px,1fr));gap:12px;margin-bottom:24px}
+  .k-card{padding:16px 20px;background:var(--ink2);border:1px solid var(--line);border-radius:3px;position:relative;overflow:hidden;transition:all .2s}
+  .k-card:hover{border-color:var(--line2);transform:translateY(-2px)}
+  .k-card .lbl{font-family:var(--mono);font-size:9px;text-transform:uppercase;letter-spacing:.15em;color:var(--fog);margin-bottom:8px}
+  .k-card .v{font-family:var(--serif);font-weight:600;font-size:36px;line-height:1;margin-bottom:4px;color:var(--gold)}
+  .k-card .d{font-size:11px;color:var(--fog)}
+  .k-card.em .v{color:var(--em-lt)} .k-card.wa .v{color:var(--to-lt)} .k-card.ru .v{color:var(--ru)} .k-card.vi .v{color:var(--vi)}
+  .sec{margin:24px 0 14px;padding-bottom:8px;border-bottom:1px dotted var(--line2);display:flex;align-items:baseline;gap:12px}
+  .sec h2{font-family:var(--serif);font-weight:500;font-size:22px;color:var(--paper)}
+  .sec h2 em{color:var(--gold);font-style:italic}
+  .sec .kick{font-family:var(--mono);font-size:10px;color:var(--fog);letter-spacing:.1em;text-transform:uppercase}
+  .sec .badge{margin-left:auto;padding:3px 9px;font-family:var(--mono);font-size:10px;background:var(--ink3);color:var(--gold);border:1px solid var(--line2);border-radius:2px}
+  .grid-cat{display:grid;grid-template-columns:repeat(auto-fill,minmax(330px,1fr));gap:10px;margin-bottom:14px}
+  .pc{padding:10px 12px 10px 13px;background:var(--ink2);border:1px solid var(--line);border-left:2px solid var(--gold);border-radius:2px;transition:all .15s}
+  .pc:hover{border-left-color:var(--gold-br);transform:translateX(3px);background:var(--ink3)}
+  .pc.leg{border-left-color:var(--fog)} .pc.dup{border-left-color:var(--to)} .pc.dep{border-left-color:var(--ru)}
+  .pc a{color:var(--paper);font-family:var(--sans);font-size:12.5px;font-weight:500;text-decoration:none;display:block}
+  .pc a:hover{color:var(--gold)}
+  .pc .m{font-family:var(--mono);font-size:9px;color:var(--fog);margin-top:3px;display:flex;gap:10px}
+  .filter{position:sticky;top:8px;background:var(--ink);padding:10px 0;z-index:10;margin-bottom:14px;display:flex;gap:8px;flex-wrap:wrap;align-items:center}
+  .filter input{flex:1;min-width:200px;padding:8px 12px;background:var(--ink3);border:1px solid var(--line);color:var(--paper);font-family:var(--sans);font-size:12px;border-radius:2px;outline:none}
+  .filter input:focus{border-color:var(--gold)}
+  .filter .tag{padding:5px 10px;font-family:var(--mono);font-size:10px;background:var(--ink3);color:var(--smoke);border:1px solid var(--line);border-radius:2px;cursor:pointer;user-select:none}
+  .filter .tag.on{background:var(--gold);color:var(--ink);border-color:var(--gold)}
+  .cat-colors{display:flex;gap:4px;margin-bottom:14px;flex-wrap:wrap;font-size:10px;font-family:var(--mono)}
+  .cat-colors .c{padding:3px 8px;border-radius:10px}
+  .c-active{background:rgba(212,168,83,.15);color:var(--gold-lt);border:1px solid var(--gold)}
+  .c-legacy{background:rgba(107,116,144,.15);color:var(--smoke);border:1px solid var(--fog)}
+  .c-doublon{background:rgba(251,191,36,.1);color:var(--to-lt);border:1px solid var(--to)}
+  .c-deprecated{background:rgba(239,68,68,.1);color:var(--ru);border:1px solid var(--ru)}
+  .hint{padding:12px 14px;background:var(--ink2);border:1px solid var(--line);border-radius:2px;margin-bottom:14px;font-size:12px;color:var(--smoke);line-height:1.6}
+  .loading{padding:40px 0;text-align:center;color:var(--fog);font-family:var(--serif);font-style:italic}
+  footer{margin-top:40px;padding:14px 0;border-top:1px solid var(--line);text-align:center;color:var(--fog);font-family:var(--serif);font-style:italic;font-size:11.5px}
+  footer a{color:var(--gold);text-decoration:none;margin:0 6px}
+  .scroll-tip{font-size:10px;color:var(--fog);font-family:var(--mono);margin-top:2px}
+  @media(max-width:700px){.hd h1{font-size:24px}.grid-cat{grid-template-columns:1fr}.hd .back{position:static;margin-top:8px;display:inline-block}}
+
+  /* Thumbnails premium */
+  .pc{padding:0;overflow:hidden}
+  .pc-thumb{width:100%;height:130px;object-fit:cover;object-position:top left;border-bottom:1px solid var(--line);display:block;background:var(--ink3);transition:transform .3s}
+  .pc:hover .pc-thumb{transform:scale(1.03)}
+  .pc-no-thumb{width:100%;height:130px;display:flex;align-items:center;justify-content:center;background:linear-gradient(135deg,var(--ink3),var(--ink2));border-bottom:1px solid var(--line);font-family:var(--serif);font-style:italic;color:var(--fog);font-size:11px}
+  .pc-body{padding:10px 12px}
+  .pc a{color:var(--paper);font-family:var(--sans);font-size:12.5px;font-weight:500;text-decoration:none}
+  .pc a:hover{color:var(--gold)}
+  .pc .m{font-family:var(--mono);font-size:9px;color:var(--fog);margin-top:3px;display:flex;gap:10px}
+  .grid-cat{display:grid;grid-template-columns:repeat(auto-fill,minmax(280px,1fr));gap:14px}
+
+</style>
+</head>
+<body>
+<header class="hd">
+  <div class="eyebrow">WEVAL · WTP Orphans Registry</div>
+  <h1>Toutes les pages <em>reliées à WTP</em></h1>
+  <p class="sub">Catalogue vivant — 333 pages scannées, catégorisées, actionnables</p>
+  <a href="/weval-technology-platform.html" class="back">← WTP Hub</a>
+</header>
+
+<div class="wrap">
+  <div class="kpis" id="kpis"></div>
+
+  <div class="hint">
+    🎯 <strong>Objectif</strong> : rattacher les 261 pages orphelines au référentiel WTP sans doublon ni écrasement.
+    Cliquez une page pour l'ouvrir. Filtrez par catégorie ou nom.
+    Les variantes LEGACY/DOUBLON/DEPRECATED sont archivables (consolidation).
+  </div>
+
+  <div class="cat-colors">
+    <span class="c c-active">● ACTIVE (liens or)</span>
+    <span class="c c-doublon">● DOUBLON (jaune)</span>
+    <span class="c c-legacy">● LEGACY (gris)</span>
+    <span class="c c-deprecated">● DEPRECATED (rouge)</span>
+  </div>
+
+  <div class="filter">
+    <input id="q" type="text" placeholder="Filter by name…" oninput="filterAll()">
+    <span class="tag on" data-cat="ALL" onclick="toggleCat(this)">ALL</span>
+    <span class="tag" data-cat="ACTIVE_HUB" onclick="toggleCat(this)">HUB</span>
+    <span class="tag" data-cat="ACTIVE_DASHBOARD" onclick="toggleCat(this)">DASHBOARD</span>
+    <span class="tag" data-cat="ACTIVE_AGENT" onclick="toggleCat(this)">AGENT</span>
+    <span class="tag" data-cat="ACTIVE_BLADE" onclick="toggleCat(this)">BLADE</span>
+    <span class="tag" data-cat="ACTIVE_AI" onclick="toggleCat(this)">AI</span>
+    <span class="tag" data-cat="ACTIVE_CRM" onclick="toggleCat(this)">CRM</span>
+    <span class="tag" data-cat="ACTIVE_ADMIN" onclick="toggleCat(this)">ADMIN</span>
+    <span class="tag" data-cat="ACTIVE_PRODUCT" onclick="toggleCat(this)">PRODUCT</span>
+    <span class="tag" data-cat="ACTIVE_OTHER" onclick="toggleCat(this)">OTHER</span>
+    <span class="tag" data-cat="DOUBLON" onclick="toggleCat(this)">DOUBLON</span>
+    <span class="tag" data-cat="LEGACY" onclick="toggleCat(this)">LEGACY</span>
+    <span class="tag" data-cat="TESTS" onclick="toggleCat(this)">TESTS</span>
+  </div>
+
+  <div id="content"><div class="loading">⏳ Scanning 333 pages…</div></div>
+
+  <footer>
+    Généré dynamiquement via <a href="/api/wtp-orphans-registry.php">/api/wtp-orphans-registry.php</a> ·
+    <a href="/weval-technology-platform.html">WTP Hub</a> ·
+    <a href="/all-ia-hub.html">All-IA Hub</a> ·
+    <a href="/wevia-master.html">WEVIA Master</a>
+  </footer>
+</div>
+
+<script>
+let DATA = null, FILTER_CATS = new Set(['ALL']);
+
+const CAT_LABELS = {
+  ACTIVE_HUB: { label: 'Hubs & Centers', kick: 'Points d\'entrée modulaires', color: 'var(--gold)' },
+  ACTIVE_DASHBOARD: { label: 'Dashboards & KPIs', kick: 'Tableaux de bord business', color: 'var(--em-lt)' },
+  ACTIVE_AGENT: { label: 'Agents', kick: 'Agents IA & assistants', color: 'var(--sa)' },
+  ACTIVE_BLADE: { label: 'Blade Hub', kick: 'Blade AI assistants', color: 'var(--vi)' },
+  ACTIVE_AI: { label: 'AI & LLM', kick: 'IA souveraines & modèles', color: 'var(--pi)' },
+  ACTIVE_CRM: { label: 'CRM & HCP', kick: 'Sales & healthcare', color: 'var(--em-lt)' },
+  ACTIVE_ADMIN: { label: 'Admin & Auth', kick: 'Back-office', color: 'var(--to-lt)' },
+  ACTIVE_PRODUCT: { label: 'Products & Offers', kick: 'Commercial pages', color: 'var(--gold-br)' },
+  ACTIVE_OTHER: { label: 'Autres pages', kick: 'Catégorisation libre', color: 'var(--paper)' },
+  DOUBLON: { label: 'Doublons probables', kick: 'Variantes à consolider', color: 'var(--to)' },
+  LEGACY: { label: 'Legacy', kick: 'Anciennes versions', color: 'var(--fog)' },
+  TESTS: { label: 'Tests & Demos', kick: 'Sandbox', color: 'var(--fog)' },
+  DEPRECATED: { label: 'Deprecated', kick: '404 / offline', color: 'var(--ru)' },
+};
+
+async function load() {
+  try {
+    const r = await fetch('/api/wtp-orphans-registry.php');
+    DATA = await r.json();
+    renderKPIs();
+    renderAll();
+  } catch (e) {
+    document.getElementById('content').innerHTML = `<div class="loading">❌ Erreur: ${e.message}</div>`;
+  }
+}
+
+function renderKPIs() {
+  const d = DATA;
+  const html = `
+    <div class="k-card"><div class="lbl">Total pages</div><div class="v">${d.total_html}</div><div class="d">scannées racine</div></div>
+    <div class="k-card em"><div class="lbl">Linkées WTP</div><div class="v">${d.linked_in_wtp}</div><div class="d">${d.link_rate_pct}% couverture</div></div>
+    <div class="k-card wa"><div class="lbl">Orphelines</div><div class="v">${d.orphans_count}</div><div class="d">à rattacher</div></div>
+    <div class="k-card"><div class="lbl">Hubs actifs</div><div class="v">${d.counts.ACTIVE_HUB}</div><div class="d">+ ${d.counts.ACTIVE_DASHBOARD} dashboards</div></div>
+    <div class="k-card vi"><div class="lbl">À consolider</div><div class="v">${d.counts.DOUBLON + d.counts.LEGACY + d.counts.TESTS + d.counts.DEPRECATED}</div><div class="d">doublons/legacy</div></div>
+    <div class="k-card em"><div class="lbl">Thumbs</div><div class="v">${d.thumbs_available||0}</div><div class="d">${d.thumbs_coverage_pct||0}% coverage</div></div>
+    <div class="k-card"><div class="lbl">Scan</div><div class="v" style="font-size:20px">${d.scan_duration_ms}ms</div><div class="d">live dynamique</div></div>
+  `;
+  document.getElementById('kpis').innerHTML = html;
+}
+
+function renderAll() {
+  const d = DATA;
+  const q = (document.getElementById('q').value || '').toLowerCase();
+  let html = '';
+
+  const order = ['ACTIVE_HUB','ACTIVE_DASHBOARD','ACTIVE_AGENT','ACTIVE_BLADE','ACTIVE_AI','ACTIVE_CRM','ACTIVE_ADMIN','ACTIVE_PRODUCT','ACTIVE_OTHER','DOUBLON','LEGACY','TESTS','DEPRECATED'];
+  
+  for (const cat of order) {
+    if (!FILTER_CATS.has('ALL') && !FILTER_CATS.has(cat)) continue;
+    const items = d.categories[cat] || [];
+    const filtered = q ? items.filter(i => i.name.toLowerCase().includes(q)) : items;
+    if (!filtered.length) continue;
+    
+    const meta = CAT_LABELS[cat] || { label: cat, kick: '', color: 'var(--gold)' };
+    html += `<div class="sec"><h2>${meta.label} <em>${cat.split('_')[1]?.toLowerCase() || ''}</em></h2><span class="kick">${meta.kick}</span><span class="badge">${filtered.length}</span></div>`;
+    html += `<div class="grid-cat">`;
+    
+    const pcClass = cat === 'LEGACY' ? 'pc leg' : cat === 'DOUBLON' ? 'pc dup' : cat === 'DEPRECATED' ? 'pc dep' : 'pc';
+    for (const item of filtered) {
+      const sizeKB = (item.size / 1024).toFixed(0);
+      const thumbHTML = item.thumb 
+        ? `<img class="pc-thumb" loading="lazy" src="${item.thumb}" alt="${item.name}" onerror="this.outerHTML='<div class=pc-no-thumb>no preview</div>'">`
+        : `<div class="pc-no-thumb">no preview</div>`;
+      html += `<div class="${pcClass}"><a href="/${item.name}" target="_blank">${thumbHTML}<div class="pc-body">${item.name}<div class="m"><span>${sizeKB} KB</span><span>${item.mtime_h || '?'}</span></div></div></a></div>`;
+    }
+    html += `</div>`;
+  }
+  
+  document.getElementById('content').innerHTML = html || `<div class="loading">Aucune page trouvée pour ces filtres</div>`;
+}
+
+function toggleCat(el) {
+  const cat = el.dataset.cat;
+  document.querySelectorAll('.tag').forEach(t => t.classList.remove('on'));
+  FILTER_CATS = new Set([cat]);
+  el.classList.add('on');
+  renderAll();
+}
+
+function filterAll() { renderAll(); }
+
+load();
+</script>
+</body>
+</html>
--- a/vault-gold/opus/phase6-20260423-222102/wtp-orphans-registry.php
+++ b/vault-gold/opus/phase6-20260423-222102/wtp-orphans-registry.php
@@ -0,0 +1,81 @@
+<?php
+// WTP Orphans Registry v2 · avec support thumbnails
+// Doctrine 144 + enrichissement 23avr 22h20
+
+header('Content-Type: application/json; charset=utf-8');
+header('Cache-Control: public, max-age=180');
+
+$root = '/var/www/html';
+$wtp_file = $root . '/weval-technology-platform.html';
+$thumbs_dir = $root . '/thumbs';
+
+$all_pages = glob($root . '/*.html');
+$all_names = array_map('basename', $all_pages);
+sort($all_names);
+
+$linked = [];
+if (file_exists($wtp_file)) {
+    $wtp_content = file_get_contents($wtp_file);
+    preg_match_all('/href="\/?([a-z0-9_-]+\.html)"/i', $wtp_content, $m);
+    $linked = array_unique($m[1]);
+}
+sort($linked);
+
+$orphans = array_values(array_diff($all_names, $linked, ['weval-technology-platform.html']));
+
+$cats = [
+    'LEGACY'=>[], 'DOUBLON'=>[], 'TESTS'=>[], 'DEPRECATED'=>[],
+    'ACTIVE_HUB'=>[], 'ACTIVE_AGENT'=>[], 'ACTIVE_BLADE'=>[], 'ACTIVE_AI'=>[],
+    'ACTIVE_CRM'=>[], 'ACTIVE_ADMIN'=>[], 'ACTIVE_DASHBOARD'=>[],
+    'ACTIVE_PRODUCT'=>[], 'ACTIVE_OTHER'=>[],
+];
+
+foreach ($orphans as $p) {
+    $n = strtolower($p);
+    $stats = @stat("$root/$p");
+    $thumb_name = str_replace('.html', '.jpg', $p);
+    $has_thumb = file_exists("$thumbs_dir/$thumb_name") && filesize("$thumbs_dir/$thumb_name") > 3000;
+    
+    $item = [
+        'name' => $p,
+        'size' => $stats['size'] ?? 0,
+        'mtime' => $stats['mtime'] ?? 0,
+        'mtime_h' => $stats['mtime'] ? date('Y-m-d', $stats['mtime']) : '',
+        'thumb' => $has_thumb ? "/thumbs/$thumb_name" : null,
+    ];
+    
+    if (in_array($p, ['404.html','offline.html','error.html'])) $cats['DEPRECATED'][] = $item;
+    elseif (preg_match('/-old|-backup|-v1\.|-legacy|-deprecated/', $n)) $cats['LEGACY'][] = $item;
+    elseif (preg_match('/^test-|-test\.|^demo-|-demo\.|sandbox/', $n)) $cats['TESTS'][] = $item;
+    elseif (preg_match('/-alive|-hd\d*\.|-goodjob|-fleet|-final|-3d|-iso3d/', $n)) $cats['DOUBLON'][] = $item;
+    elseif (strpos($n, '-hub') !== false || strpos($n, '-center') !== false || strpos($n, '-registry') !== false) $cats['ACTIVE_HUB'][] = $item;
+    elseif (strpos($n, 'agents-') === 0 || strpos($n, 'agent-') === 0) $cats['ACTIVE_AGENT'][] = $item;
+    elseif (strpos($n, 'blade-') === 0) $cats['ACTIVE_BLADE'][] = $item;
+    elseif (preg_match('/^(ai|ia)-|ollama|llm/', $n)) $cats['ACTIVE_AI'][] = $item;
+    elseif (strpos($n, 'crm') !== false || strpos($n, 'hcp') !== false) $cats['ACTIVE_CRM'][] = $item;
+    elseif (strpos($n, 'admin') !== false || strpos($n, 'login') !== false) $cats['ACTIVE_ADMIN'][] = $item;
+    elseif (strpos($n, 'dashboard') !== false || strpos($n, 'kpi') !== false || strpos($n, 'metric') !== false) $cats['ACTIVE_DASHBOARD'][] = $item;
+    elseif (strpos($n, 'product') !== false || strpos($n, 'offer') !== false || strpos($n, 'pricing') !== false) $cats['ACTIVE_PRODUCT'][] = $item;
+    else $cats['ACTIVE_OTHER'][] = $item;
+}
+
+foreach ($cats as $k => $v) {
+    usort($cats[$k], fn($a,$b) => $b['mtime'] - $a['mtime']);
+}
+
+// thumb stats
+$thumbs_count = is_dir($thumbs_dir) ? count(glob("$thumbs_dir/*.jpg")) : 0;
+
+echo json_encode([
+    'ok' => true,
+    'ts' => date('c'),
+    'total_html' => count($all_names),
+    'linked_in_wtp' => count($linked),
+    'orphans_count' => count($orphans),
+    'link_rate_pct' => round(count($linked) / max(count($all_names), 1) * 100, 1),
+    'thumbs_available' => $thumbs_count,
+    'thumbs_coverage_pct' => round($thumbs_count / max(count($orphans), 1) * 100, 1),
+    'categories' => $cats,
+    'counts' => array_map('count', $cats),
+    'scan_duration_ms' => (int)((microtime(true) - $_SERVER['REQUEST_TIME_FLOAT']) * 1000)
+], JSON_UNESCAPED_SLASHES | JSON_PRETTY_PRINT);
--- a/wiki/doctrine-144-wtp-orphans-registry.md
+++ b/wiki/doctrine-144-wtp-orphans-registry.md
@@ -89,3 +89,54 @@ Ajouter **1 seule ligne** dans WTP qui link `/wtp-orphans-registry.html` :
 - 143 · Cloudbot-social SSE (autre Claude)
 - **144 · WTP Orphans Registry** ← CE DOC
 - 145 futur · Merger WTP + registry en vue unifiée dashboard ERP-like
+
+---
+
+## Update 23avr 22h20 · v2 avec thumbnails premium (wave phase 6)
+
+### Ajout thumbnails preview
+
+Script `/opt/weval-ops/gen-thumbs-v2.py` génère des aperçus 1200x750 JPG via wkhtmltoimage
+pour les pages top-priorité (ACTIVE_HUB + DASHBOARD + AGENT + BLADE + AI + CRM + ADMIN + PRODUCT).
+
+- Output : `/var/www/html/thumbs/<page>.jpg`
+- Quality : 55% (compromise taille/qualité)
+- javascript-delay 1500ms pour pages dynamiques
+- Timeout 25s par thumb, 60s max par page
+- Skip si thumb existe déjà > 3KB (incremental)
+
+### Endpoint API v2
+
+`/api/wtp-orphans-registry.php` retourne maintenant :
+- `thumb` : URL `/thumbs/<name>.jpg` ou `null` si pas généré
+- `thumbs_available` : count total
+- `thumbs_coverage_pct` : pourcentage couverture
+
+### Page HTML v2
+
+- **7 KPI cards** (ajout "Thumbs coverage")
+- Cards page désormais avec `<img class="pc-thumb" loading="lazy">` 130x auto
+- Fallback `<div class="pc-no-thumb">no preview</div>` si pas de thumb
+- Hover: scale(1.03) transform smooth
+- onerror: fallback no-preview si image cassée
+
+### Résultat wave phase 6
+
+- **53 thumbs générés** (20.2% coverage initial)
+- Page v2 : 15.7 KB, 263 pagecards, 7 KPIs, 0 JS errors
+- body_height 15715px (2x v1)
+- Preuve publique : `weval-consulting.com/proofs/wtp-orphans-registry-2026-04-23T20-18-40/`
+
+### Limitations actuelles
+
+- Pages SSO protégées → thumbs montrent "WEVAL Login" form (pas contenu réel)
+- Solution future : Playwright avec cookie d'auth pour thumbs SSO
+- Pages Cloudflare "Bad gateway" → thumb d'erreur (brain-center-tenant)
+- Amélioration : retry thumbnail si page renvoie 502/504
+
+### Cron automation (futur)
+
+Ajouter cron hebdo pour refresh thumbs (pages éditées dans la semaine) :
+```
+0 4 * * 0 root python3 /opt/weval-ops/gen-thumbs-v2.py >> /var/log/weval/thumbs-weekly.log 2>&1
+```
--- a/wiki/doctrine-145-chatbots-migration-bilan.md
+++ b/wiki/doctrine-145-chatbots-migration-bilan.md
@@ -0,0 +1,79 @@
+# Doctrine 145 · Bilan migration chatbots bridge doctrine 141
+
+Créée 23avr2026 22h20 par Opus suite migration phase 6.
+
+## État à la clôture session
+
+**Chatbots internes avec mémoire persistante Redis DB 5** (pattern doctrine 141+142) :
+
+| Chatbot | Lignes | Pattern | Status |
+|---|---|---|---|
+| wevia-master-api.php | — | w258 natif | ✅ Natif (avant session) |
+| wevia-chat-v2-direct.php | 236 | Inline (doctrine 141) | ✅ Phase 2 |
+| weval-chatbot-api.php | 258 | Shutdown (doctrine 142) | ✅ Phase 4 |
+| saas-chat.php | 171 | Shutdown (doctrine 142) | ✅ Phase 6 |
+| claude-pattern-api.php | 330 | Shutdown (doctrine 142) | ✅ Phase 6 |
+
+## Restants (non migrés)
+
+| Chatbot | Lignes | Raison |
+|---|---|---|
+| l99-chat.php | 98 | SSE pur (text/event-stream + ob_end_clean) — pattern spécifique à inventer |
+| openclaw-proxy.php | 162 | SSE streaming + $messages OpenAI array — adapter nécessaire |
+| cloudbot-interagent.php | 147 | Autre Claude doctrine 143 ongoing |
+| multiagent-orchestrator.php | 379 | Orchestrateur, pas chatbot direct |
+| weval-consensus-engine.php | 296 | Engine consensus, pas chatbot utilisateur direct |
+
+## Endpoints NON chatbots (ne pas migrer)
+
+- claw-code-api.php (20L) : status/health endpoint
+- wevia-director.php (2L stub) → wevia-director-agent.php (703L) : orchestrateur autonome actions
+- fast.php (3718L) : fast-path dispatcher
+
+## Validation Redis DB 5 post-session
+
+- `chatmem:wevia-master:*` : 992+ keys
+- `chatmem:wevia-chat-v2:*` : 3 keys
+- `chatmem:weval-chatbot:*` : 2 keys
+- `chatmem:saas-chat:*` : 2 keys
+- `chatmem:claude-pattern-api:*` : 1 key
+
+Total ~1000 messages stockés persistants ([] save + [] load fonctionnels).
+
+## Pattern récapitulatif
+
+**Inline (doctrine 141)** : chatbot simple avec logique JSON standard
+```php
+// Après $t0 = microtime(true)
+require_once 'wevia-memory-bridge.php';
+$__mem_context = wevia_mem_context('chat-id', $user_id, 10);
+// ... business logic
+// Avant echo final
+wevia_mem_save('chat-id', $user_id, $msg, $response);
+```
+
+**Shutdown (doctrine 142)** : chatbot avec multiples die/exit
+```php
+ob_start();
+register_shutdown_function(function() use ($msg, $user_id) {
+    $out = ob_get_contents();
+    $d = json_decode($out, true);
+    wevia_mem_save('chat-id', $user_id, $msg, $d['response'] ?? '');
+});
+```
+
+## Prochaines étapes (phase 7)
+
+1. Inventer pattern SSE pour l99-chat + openclaw-proxy
+2. Migrer les 2 derniers chatbots SSE
+3. Dashboard unifié mémoire tous chatbots (`/api/chatmem-stats.php`)
+4. Intégration mémoire dans prompt LLM (contexte des N derniers msgs injected avant call)
+
+## Doctrine chaînée
+
+- 141 · Mémoire persistante universelle (middleware + 5 helpers)
+- 142 · Pattern shutdown_function
+- 143 · Cloudbot-social SSE interagent (autre Claude)
+- 144 · WTP Orphans Registry
+- **145 · Bilan chatbots migration** ← CE DOC
+- 146 futur · SSE pattern pour l99-chat et openclaw