diff --git a/api/__pycache__/seed-empty-collections.cpython-312.pyc b/api/__pycache__/seed-empty-collections.cpython-312.pyc
new file mode 100644
index 000000000..fa739b658
Binary files /dev/null and b/api/__pycache__/seed-empty-collections.cpython-312.pyc differ
diff --git a/api/nonreg-report.html b/api/nonreg-report.html
index cb996a151..7bd01da42 100644
--- a/api/nonreg-report.html
+++ b/api/nonreg-report.html
@@ -1 +1,30 @@
-
NR 20260416_143247WEVAL NonReg v3.2 — 20260416_143247
100%
153/153 PASS | 0 FAIL | 58.2s | 10 couches | 4 machines
| Test | Couche | St | Detail |
|---|
| Home | S204 | PASS | 200 25KB |
| WEVIA | S204 | PASS | 200 25KB |
| Manager | S204 | PASS | 302 1KB |
| Radar | S204 | PASS | 200 60KB |
| ToolsHub | S204 | PASS | 302 1KB |
| Monitor | S204 | PASS | 302 1KB |
| Huawei | S204 | PASS | 200 43KB |
| DeerFlow | S204 | PASS | 200 25KB |
| CRM-Hub | S204 | PASS | 200 20KB |
| WV-Dash | S95-WV | PASS | 200 42KB |
| WV-Apps | S95-WV | PASS | 200 2KB |
| WV-IA | S95-WV | PASS | 200 34KB |
| WV-Proc | S95-WV | PASS | 200 9KB |
| WV-Widget | S95-WV | PASS | 200 23KB |
| WV-Sent | S95-WV | PASS | 200 12KB |
| WV-Ctrl | S95-WV | PASS | 200 18KB |
| WV-Brain | S95-WV | PASS | 200 52KB |
| WV-O365 | S95-WV | PASS | 200 25KB |
| WV-Deliv | S95-WV | PASS | 200 0KB |
| WV-Warm | S95-WV | PASS | 200 7KB |
| WV-Send | S95-WV | PASS | 200 0KB |
| A-ghost-ne | S95-ARS | PASS | 200 10KB |
| A-brain-se | S95-ARS | PASS | 200 32KB |
| A-campaign | S95-ARS | PASS | 200 31KB |
| A-growth-e | S95-ARS | PASS | 200 19KB |
| A-deal-pip | S95-ARS | PASS | 200 21KB |
| A-cloud-pr | S95-ARS | PASS | 200 18KB |
| A-cloudfla | S95-ARS | PASS | 200 29KB |
| A-dashboar | S95-ARS | PASS | 200 32KB |
| A-send-pip | S95-ARS | PASS | 200 6KB |
| A-harvest- | S95-ARS | PASS | 200 44KB |
| A-command- | S95-ARS | PASS | 200 45KB |
| A-domain-m | S95-ARS | PASS | 200 40KB |
| A-ceo-dash | S95-ARS | PASS | 200 23KB |
| A-reputati | S95-ARS | PASS | 200 38KB |
| A-newslett | S95-ARS | PASS | 200 29KB |
| A-tracking | S95-ARS | PASS | 200 21KB |
| A-self-hea | S95-ARS | PASS | 200 42KB |
| iResp-Root | S95-iR | PASS | 200 |
| Ethica | INFRA | PASS | 302 0KB |
| Consent | INFRA | PASS | 200 9KB |
| Twenty | INFRA | PASS | 200 2KB |
| n8n | INFRA | PASS | 200 16KB |
| MM | INFRA | PASS | 200 681KB |
| WEVIA | API | PASS | JSON 53B |
| Manifest | API | PASS | JSON 2906B |
| Health | API | PASS | JSON 952B |
| AEGIS | API | PASS | JSON 424B |
| AE-Sc | API | PASS | JSON 98B |
| AE-Pol | API | PASS | JSON 244B |
| SS | API | PASS | JSON 269B |
| SS-S | API | PASS | JSON 313B |
| SS-R | API | PASS | JSON 137B |
| AIOS | API | PASS | JSON 255B |
| AI-Ag | API | PASS | JSON 348B |
| AI-K | API | PASS | JSON 281B |
| OClaw | API | PASS | JSON 391B |
| Prom | API | PASS | JSON 123B |
| SMem | API | PASS | JSON 196B |
| Mstr | API | PASS | JSON 211B |
| Dify | API | PASS | JSON 479B |
| Evo | API | PASS | JSON 143B |
| APcs | API | PASS | JSON 125B |
| Goose | API | PASS | JSON 177B |
| BrUse | API | PASS | JSON 24B |
| EthP | API | PASS | JSON 78B |
| Rtr | API | PASS | JSON 189B |
| NR-JSON | API | PASS | JSON 1013B |
| CRM | API | PASS | JSON 25B |
| LvMet | API | PASS | JSON 85B |
| MonDsh | API | PASS | JSON 1519B |
| IP-WV | SEC | PASS | Clean |
| IP-WA | SEC | PASS | Clean |
| IP-CRM | SEC | PASS | Clean |
| Nuclei | SEC | PASS | 0 finds |
| KumoMTA | S95-BK | PASS | active |
| PMTA | S95-BK | PASS | 2 procs (senders standby) |
| EthDB | S95-BK | PASS | 141661 ct |
| SendDB | S95-BK | PASS | 3094652 ct |
| S95-Dsk | S95-BK | PASS | 85% |
| Docker | S95-BK | PASS | active |
| WhatsApp | C2-API | PASS | JSON 353B |
| WA-Hook | C2-API | PASS | 403 |
| SpamScore | C2-API | PASS | 200 |
| WEVADS-IA | C2-SPA | PASS | 200 34KB |
| Blacklist | C2-WV | PASS | 200 2KB |
| WorldDash | C2-WV | PASS | 200 15KB |
| Seeds | C2-WV | PASS | 200 1058KB |
| NR-API | C2-API | PASS | JSON 926B |
| SSO-blade-cent | SSO | PASS | 200 |
| SSO-blade-ai.h | SSO | PASS | 200 |
| SSO-claude-mon | SSO | PASS | 200 |
| SSO-crons-moni | SSO | PASS | 200 |
| SSO-monitoring | SSO | PASS | 200 |
| SSO-openclaw.h | SSO | PASS | 200 |
| SSO-crm.html | SSO | PASS | 200 |
| SSO-world-map- | SSO | PASS | 200 |
| B2B-Leads | DATA | PASS | 1863 leads |
| LinkedIn | DATA | PASS | 2069 profiles |
| Ethica-DZ | DATA | PASS | 102315 HCPs |
| Ethica-MA | DATA | PASS | 19698 HCPs |
| Ethica-TN | DATA | PASS | 17769 HCPs |
| Ethica-Crons | CRONS | PASS | 17 cron entries (crontab-based) |
| Ethica-Scripts | CRONS | PASS | 15 scripts |
| Blade-API | BLADE | PASS | JSON 296B |
| Blade-Brain | BLADE | PASS | 18B |
| Blade-AI | BLADE | PASS | 302 |
| Blade-Ctr | BLADE | PASS | 302 |
| Sentinel-PS1 | BLADE | PASS | 200 16KB |
| Life-API | LIFE | PASS | 50B |
| Life-App | LIFE | PASS | 200 62KB |
| Life-HTML | LIFE | PASS | 200 24KB |
| Blade-TG | BLADE | PASS | 11B |
| Blade-MM | BLADE | PASS | 108B |
| WEVIA-Chat | FUNC | PASS | Cerebras-fast 287ch |
| Life-Chat | FUNC | PASS | 1383ch |
| Ethica-Chat | FUNC | PASS | 170ch |
| Monitor-UP | FUNC | PASS | 11 services UP |
| Ollama-Live | FUNC | PASS | 5 models |
| Arsenal-HP | FUNC | PASS | 1378 screens |
| Ethica-HCPs | FUNC | PASS | 141661 HCPs |
| SSO-Blade | SSO | PASS | 302 |
| SSO-Monitor | SSO | PASS | 302 |
| SSO-CC | SSO | PASS | 302 |
| SSO-NR | SSO | PASS | 302 |
| SSO-MT | SSO | PASS | 302 |
| SSO-Ops | SSO | PASS | 302 |
| SSO-Tools | SSO | PASS | 302 |
| SSO-Apps | SSO | PASS | 302 |
| SSO-OClaw | SSO | PASS | 200 |
| SSO-CRM | SSO | PASS | 200 |
| SSO-Wksp | SSO | PASS | 200 |
| SSO-Life | SSO | PASS | 200 |
| SSO-Mega | SSO | PASS | 302 |
| Sub-CRM | SSO | PASS | 200 |
| Sub-n8n | SSO | PASS | 200 |
| Sub-MM | SSO | PASS | 200 |
| Sub-Deer | SSO | PASS | 200 |
| DF-Title | 01AVR | PASS | TWENTY! |
| CyberMon | 01AVR | PASS | 200 |
| Plausible | 01AVR | PASS | present |
| Plaus-Blog | 01AVR | PASS | present |
| Caps10 | 01AVR | PASS | 10/10 |
| OSS-Disc | 01AVR | PASS | 200 9406B |
| EthFeed | 01AVR | PASS | 141661 HCPs 20 feed |
| BladeAPI | 01AVR | PASS | 200 296B |
| CC-SSO | 01AVR | PASS | 302 |
| HealthCk | 01AVR | PASS | exists |
| Bench-LB-Dict | STRUCT | PASS | type=list len=39 |
| Bench-LB-Scores | STRUCT | PASS | val_type=dict |
| Bench-Eco | STRUCT | PASS | score=80 |
| Bench-AIs | STRUCT | PASS | count=39 |
| CronStatus | STRUCT | PASS | 10 active 5 disabled |
\ No newline at end of file
+NR 20260416_143247WEVAL NonReg v3.2 — 20260416_143247
100%
153/153 PASS | 0 FAIL | 58.2s | 10 couches | 4 machines
| Test | Couche | St | Detail |
|---|
| Home | S204 | PASS | 200 25KB |
| WEVIA | S204 | PASS | 200 25KB |
| Manager | S204 | PASS | 302 1KB |
| Radar | S204 | PASS | 200 60KB |
| ToolsHub | S204 | PASS | 302 1KB |
| Monitor | S204 | PASS | 302 1KB |
| Huawei | S204 | PASS | 200 43KB |
| DeerFlow | S204 | PASS | 200 25KB |
| CRM-Hub | S204 | PASS | 200 20KB |
| WV-Dash | S95-WV | PASS | 200 42KB |
| WV-Apps | S95-WV | PASS | 200 2KB |
| WV-IA | S95-WV | PASS | 200 34KB |
| WV-Proc | S95-WV | PASS | 200 9KB |
| WV-Widget | S95-WV | PASS | 200 23KB |
| WV-Sent | S95-WV | PASS | 200 12KB |
| WV-Ctrl | S95-WV | PASS | 200 18KB |
| WV-Brain | S95-WV | PASS | 200 52KB |
| WV-O365 | S95-WV | PASS | 200 25KB |
| WV-Deliv | S95-WV | PASS | 200 0KB |
| WV-Warm | S95-WV | PASS | 200 7KB |
| WV-Send | S95-WV | PASS | 200 0KB |
| A-ghost-ne | S95-ARS | PASS | 200 10KB |
| A-brain-se | S95-ARS | PASS | 200 32KB |
| A-campaign | S95-ARS | PASS | 200 31KB |
| A-growth-e | S95-ARS | PASS | 200 19KB |
| A-deal-pip | S95-ARS | PASS | 200 21KB |
| A-cloud-pr | S95-ARS | PASS | 200 18KB |
| A-cloudfla | S95-ARS | PASS | 200 29KB |
| A-dashboar | S95-ARS | PASS | 200 32KB |
| A-send-pip | S95-ARS | PASS | 200 6KB |
| A-harvest- | S95-ARS | PASS | 200 44KB |
| A-command- | S95-ARS | PASS | 200 45KB |
| A-domain-m | S95-ARS | PASS | 200 40KB |
| A-ceo-dash | S95-ARS | PASS | 200 23KB |
| A-reputati | S95-ARS | PASS | 200 38KB |
| A-newslett | S95-ARS | PASS | 200 29KB |
| A-tracking | S95-ARS | PASS | 200 21KB |
| A-self-hea | S95-ARS | PASS | 200 42KB |
| iResp-Root | S95-iR | PASS | 200 |
| Ethica | INFRA | PASS | 302 0KB |
| Consent | INFRA | PASS | 200 9KB |
| Twenty | INFRA | PASS | 200 2KB |
| n8n | INFRA | PASS | 200 16KB |
| MM | INFRA | PASS | 200 681KB |
| WEVIA | API | PASS | JSON 53B |
| Manifest | API | PASS | JSON 2906B |
| Health | API | PASS | JSON 952B |
| AEGIS | API | PASS | JSON 424B |
| AE-Sc | API | PASS | JSON 98B |
| AE-Pol | API | PASS | JSON 244B |
| SS | API | PASS | JSON 269B |
| SS-S | API | PASS | JSON 313B |
| SS-R | API | PASS | JSON 137B |
| AIOS | API | PASS | JSON 255B |
| AI-Ag | API | PASS | JSON 348B |
| AI-K | API | PASS | JSON 281B |
| OClaw | API | PASS | JSON 391B |
| Prom | API | PASS | JSON 123B |
| SMem | API | PASS | JSON 196B |
| Mstr | API | PASS | JSON 211B |
| Dify | API | PASS | JSON 479B |
| Evo | API | PASS | JSON 143B |
| APcs | API | PASS | JSON 125B |
| Goose | API | PASS | JSON 177B |
| BrUse | API | PASS | JSON 24B |
| EthP | API | PASS | JSON 78B |
| Rtr | API | PASS | JSON 189B |
| NR-JSON | API | PASS | JSON 1013B |
| CRM | API | PASS | JSON 25B |
| LvMet | API | PASS | JSON 85B |
| MonDsh | API | PASS | JSON 1519B |
| IP-WV | SEC | PASS | Clean |
| IP-WA | SEC | PASS | Clean |
| IP-CRM | SEC | PASS | Clean |
| Nuclei | SEC | PASS | 0 finds |
| KumoMTA | S95-BK | PASS | active |
| PMTA | S95-BK | PASS | 2 procs (senders standby) |
| EthDB | S95-BK | PASS | 141661 ct |
| SendDB | S95-BK | PASS | 3094652 ct |
| S95-Dsk | S95-BK | PASS | 85% |
| Docker | S95-BK | PASS | active |
| WhatsApp | C2-API | PASS | JSON 353B |
| WA-Hook | C2-API | PASS | 403 |
| SpamScore | C2-API | PASS | 200 |
| WEVADS-IA | C2-SPA | PASS | 200 34KB |
| Blacklist | C2-WV | PASS | 200 2KB |
| WorldDash | C2-WV | PASS | 200 15KB |
| Seeds | C2-WV | PASS | 200 1058KB |
| NR-API | C2-API | PASS | JSON 926B |
| SSO-blade-cent | SSO | PASS | 200 |
| SSO-blade-ai.h | SSO | PASS | 200 |
| SSO-claude-mon | SSO | PASS | 200 |
| SSO-crons-moni | SSO | PASS | 200 |
| SSO-monitoring | SSO | PASS | 200 |
| SSO-openclaw.h | SSO | PASS | 200 |
| SSO-crm.html | SSO | PASS | 200 |
| SSO-world-map- | SSO | PASS | 200 |
| B2B-Leads | DATA | PASS | 1863 leads |
| LinkedIn | DATA | PASS | 2069 profiles |
| Ethica-DZ | DATA | PASS | 102315 HCPs |
| Ethica-MA | DATA | PASS | 19698 HCPs |
| Ethica-TN | DATA | PASS | 17769 HCPs |
| Ethica-Crons | CRONS | PASS | 17 cron entries (crontab-based) |
| Ethica-Scripts | CRONS | PASS | 15 scripts |
| Blade-API | BLADE | PASS | JSON 296B |
| Blade-Brain | BLADE | PASS | 18B |
| Blade-AI | BLADE | PASS | 302 |
| Blade-Ctr | BLADE | PASS | 302 |
| Sentinel-PS1 | BLADE | PASS | 200 16KB |
| Life-API | LIFE | PASS | 50B |
| Life-App | LIFE | PASS | 200 62KB |
| Life-HTML | LIFE | PASS | 200 24KB |
| Blade-TG | BLADE | PASS | 11B |
| Blade-MM | BLADE | PASS | 108B |
| WEVIA-Chat | FUNC | PASS | Cerebras-fast 287ch |
| Life-Chat | FUNC | PASS | 1383ch |
| Ethica-Chat | FUNC | PASS | 170ch |
| Monitor-UP | FUNC | PASS | 11 services UP |
| Ollama-Live | FUNC | PASS | 5 models |
| Arsenal-HP | FUNC | PASS | 1378 screens |
| Ethica-HCPs | FUNC | PASS | 141661 HCPs |
| SSO-Blade | SSO | PASS | 302 |
| SSO-Monitor | SSO | PASS | 302 |
| SSO-CC | SSO | PASS | 302 |
| SSO-NR | SSO | PASS | 302 |
| SSO-MT | SSO | PASS | 302 |
| SSO-Ops | SSO | PASS | 302 |
| SSO-Tools | SSO | PASS | 302 |
| SSO-Apps | SSO | PASS | 302 |
| SSO-OClaw | SSO | PASS | 200 |
| SSO-CRM | SSO | PASS | 200 |
| SSO-Wksp | SSO | PASS | 200 |
| SSO-Life | SSO | PASS | 200 |
| SSO-Mega | SSO | PASS | 302 |
| Sub-CRM | SSO | PASS | 200 |
| Sub-n8n | SSO | PASS | 200 |
| Sub-MM | SSO | PASS | 200 |
| Sub-Deer | SSO | PASS | 200 |
| DF-Title | 01AVR | PASS | TWENTY! |
| CyberMon | 01AVR | PASS | 200 |
| Plausible | 01AVR | PASS | present |
| Plaus-Blog | 01AVR | PASS | present |
| Caps10 | 01AVR | PASS | 10/10 |
| OSS-Disc | 01AVR | PASS | 200 9406B |
| EthFeed | 01AVR | PASS | 141661 HCPs 20 feed |
| BladeAPI | 01AVR | PASS | 200 296B |
| CC-SSO | 01AVR | PASS | 302 |
| HealthCk | 01AVR | PASS | exists |
| Bench-LB-Dict | STRUCT | PASS | type=list len=39 |
| Bench-LB-Scores | STRUCT | PASS | val_type=dict |
| Bench-Eco | STRUCT | PASS | score=80 |
| Bench-AIs | STRUCT | PASS | count=39 |
| CronStatus | STRUCT | PASS | 10 active 5 disabled |
+
+
+
+
\ No newline at end of file
diff --git a/api/seed-empty-collections.py b/api/seed-empty-collections.py
new file mode 100755
index 000000000..b1d6191e7
--- /dev/null
+++ b/api/seed-empty-collections.py
@@ -0,0 +1,178 @@
+#!/usr/bin/env python3
+"""
+WEVAL — Seed 9 empty Qdrant collections with real content
+V96.10 Opus 19avr · Doctrine #4 honnêteté (real seed, pas fake)
+
+Collections to seed:
+ weval_intents_memory (384d) — sample of 1579 wired intents
+ weval_agents_registry (384d) — sample of 950 agents
+ kb_lean6sigma (768d) — Lean 6σ principles
+ kb_dmaic_playbooks (768d) — DMAIC playbooks
+ kb_bpmn_flows (768d) — BPMN flows
+ kb_bpmn_patterns (768d) — BPMN patterns
+ kb_consulting_strategy (768d) — WEVAL consulting strategies
+ kb_vsm_best_practices (768d) — Value Stream Mapping best practices
+ kb_wevads_deliv (768d) — WEVADS delivery knowledge
+"""
+import os, json, sys, glob, subprocess
+from pathlib import Path
+from qdrant_client import QdrantClient
+from qdrant_client.models import PointStruct
+from sentence_transformers import SentenceTransformer
+import uuid
+
+QDRANT = "http://localhost:6333"
+client = QdrantClient(QDRANT)
+
+print("Loading models...")
+m384 = SentenceTransformer('all-MiniLM-L6-v2')
+m768 = SentenceTransformer('all-mpnet-base-v2')
+print("Models loaded\n")
+
+# ═══════════════════════════════════════════════════════════════════
+# 1. weval_intents_memory (384d) — from /wired-pending/ filenames
+# ═══════════════════════════════════════════════════════════════════
+print("=== 1. weval_intents_memory ===")
+intent_files = glob.glob('/var/www/html/api/wired-pending/intent-*.php')[:50]
+intents_docs = []
+for f in intent_files:
+ name = os.path.basename(f).replace('intent-', '').replace('.php', '')
+ # Read first 500 chars for context
+ try:
+ with open(f, 'r', errors='ignore') as file: preview = file.read()[:500]
+ except: preview = ''
+ doc = f"Intent: {name} · File: {os.path.basename(f)} · Preview: {preview[:200]}"
+ intents_docs.append({"name": name, "doc": doc, "file": os.path.basename(f)})
+
+print(f" docs: {len(intents_docs)}")
+embeddings = m384.encode([d['doc'] for d in intents_docs], show_progress_bar=False)
+points = [
+ PointStruct(id=str(uuid.uuid4()), vector=emb.tolist(), payload={
+ "name": intents_docs[i]['name'], "type": "intent",
+ "file": intents_docs[i]['file'], "source": "wired-pending-glob"
+ })
+ for i, emb in enumerate(embeddings)
+]
+client.upsert(collection_name="weval_intents_memory", points=points)
+print(f" upserted: {len(points)}")
+
+# ═══════════════════════════════════════════════════════════════════
+# 2. weval_agents_registry (384d) — from /agent-stubs/ or registry
+# ═══════════════════════════════════════════════════════════════════
+print("\n=== 2. weval_agents_registry ===")
+agent_files = glob.glob('/var/www/html/api/agent-stubs/*.php')[:50]
+if not agent_files:
+ agent_files = glob.glob('/var/www/html/api/wired-pending/intent-opus4-*agent*')[:50]
+agents_docs = []
+for f in agent_files:
+ name = os.path.basename(f).replace('.php', '')
+ try:
+ with open(f, 'r', errors='ignore') as file: preview = file.read()[:500]
+ except: preview = ''
+ doc = f"Agent: {name} · Preview: {preview[:200]}"
+ agents_docs.append({"name": name, "doc": doc, "file": os.path.basename(f)})
+
+print(f" docs: {len(agents_docs)}")
+if agents_docs:
+ embeddings = m384.encode([d['doc'] for d in agents_docs], show_progress_bar=False)
+ points = [
+ PointStruct(id=str(uuid.uuid4()), vector=emb.tolist(), payload={
+ "name": agents_docs[i]['name'], "type": "agent",
+ "file": agents_docs[i]['file'], "source": "agent-stubs-glob"
+ })
+ for i, emb in enumerate(embeddings)
+ ]
+ client.upsert(collection_name="weval_agents_registry", points=points)
+ print(f" upserted: {len(points)}")
+
+# ═══════════════════════════════════════════════════════════════════
+# 3-9. KB collections (768d) — seed with domain-specific content
+# ═══════════════════════════════════════════════════════════════════
+KB_CONTENT = {
+ "kb_lean6sigma": [
+ "Voice of Customer (VOC) — translate customer needs into CTQ (Critical To Quality) specifications. Start every Lean 6σ project with VOC.",
+ "DMAIC methodology — Define → Measure → Analyze → Improve → Control. 5-phase structured problem-solving.",
+ "Sigma level vs DPMO — 6σ = 3.4 defects per million opportunities. 5σ = 233. 4σ = 6210. Higher sigma = better quality.",
+ "Value vs Non-Value Added — classify all process steps. Target: maximize VA, eliminate Non-VA, reduce Necessary Non-VA.",
+ "Pareto Principle (80/20) — 80% of defects come from 20% of causes. Focus improvement on vital few.",
+ "FMEA (Failure Mode Effects Analysis) — systematic approach. Severity × Occurrence × Detection = RPN. Priority: RPN > 100.",
+ "5S methodology — Sort, Set in order, Shine, Standardize, Sustain. Foundation of Lean workplace.",
+ "Control charts — X-bar R, X-bar S, p-chart, np-chart, c-chart, u-chart. SPC monitoring tools.",
+ "Gemba walk — go see where work happens. Lean leadership practice for continuous improvement.",
+ "Kaizen events — 3-5 day focused improvement workshops. Cross-functional team, rapid deployment.",
+ ],
+ "kb_dmaic_playbooks": [
+ "DEFINE phase — SIPOC diagram (Supplier Input Process Output Customer), project charter, problem statement, team formation, stakeholder analysis.",
+ "MEASURE phase — data collection plan, measurement system analysis (MSA), baseline sigma level, process capability Cp/Cpk study.",
+ "ANALYZE phase — fishbone diagram (Ishikawa), 5 Whys, hypothesis testing (t-test, ANOVA, regression), root cause validation.",
+ "IMPROVE phase — design of experiments (DOE), pilot testing, risk analysis, implementation plan, change management.",
+ "CONTROL phase — control plan, SPC charts, standard work, training, handoff to process owner, lessons learned.",
+ "DMAIC tollgate reviews — formal phase transitions with deliverables review. Sponsor approval required.",
+ "DMAIC vs DMADV — use DMAIC for existing process improvement, DMADV (Define-Measure-Analyze-Design-Verify) for new process design.",
+ ],
+ "kb_bpmn_flows": [
+ "BPMN 2.0 standard — Business Process Model and Notation. ISO 19510. Universal diagramming language for business processes.",
+ "Pool vs Swimlane — pool represents a participant/organization, swimlanes within pool represent roles/departments.",
+ "Tasks — atomic work units. Types: User Task, Service Task, Script Task, Manual Task, Business Rule Task, Send/Receive Task.",
+ "Gateways — decision points. Types: Exclusive (XOR), Parallel (AND), Inclusive (OR), Event-Based, Complex.",
+ "Events — triggers and outcomes. Start, Intermediate, End. Types: Message, Timer, Error, Signal, Compensation, Terminate.",
+ "Sequence flows vs Message flows — sequence = within pool, message = between pools.",
+ "Sub-processes and Call Activities — encapsulate complex flows for reuse and hierarchy.",
+ ],
+ "kb_bpmn_patterns": [
+ "Sequential pattern — tasks in strict order. Foundation building block.",
+ "Parallel split (AND-split) — fork into concurrent flows. Merge with AND-join.",
+ "Exclusive choice (XOR) — one path selected based on condition. Mutually exclusive branches.",
+ "Inclusive choice (OR) — one or more paths based on conditions.",
+ "Deferred choice — path selected by first event occurring (race).",
+ "Loop / Multi-instance — repeat activity N times or for each item in collection.",
+ "Compensation — undo completed work on failure. Transactional rollback pattern.",
+ ],
+ "kb_consulting_strategy": [
+ "WEVAL consulting core methodology — sovereign AI platform + Lean 6σ + ERP gap-fill. 25 ERPs × 60 pain points × 950 agents = 17.36M€ savings/client.",
+ "WEVAL pricing — Discovery 5k€ + POC 15-25k€ + Rollout 80-300k€ + Managed 30-80k€/an. Modular engagement.",
+ "Client archetype — CFO buyer (pain: manual Close, SAP extensions), CTO enabler (pain: integration sprawl), COO sponsor (pain: pipeline bottlenecks).",
+ "WEVAL differentiator — sovereignty (13-provider cascade, 0€ LLM), multi-ERP (not vendor-locked), live catalog (60 PPs with avg 180k€ savings).",
+ "Sales playbook — Pain Points Atlas entry → ROI Simulator → POC proposal → Rollout contract. Dogfood proof: WEVAL closes 35 gaps on itself = 2.4M€ savings.",
+ "Ethica partnership — Kaouther Najar group. 156714 HCPs (DZ 112k + MA 19k + TN 17k + INTL). Campaign 109920 draft @10k/day. 0.8DH/contact counter [1.5/1.2/1.0DH].",
+ ],
+ "kb_vsm_best_practices": [
+ "Value Stream Mapping — visualize entire material + information flow from supplier to customer. Start with current state map.",
+ "Takt time vs Cycle time — Takt = demand rhythm (available time / demand), Cycle = actual time per unit. Balance: cycle ≤ takt.",
+ "Flow efficiency = Value-Added Time / Total Lead Time. Typical: <10%. World-class: >25%.",
+ "Pull vs Push — Kanban pull system replenishes based on consumption. Eliminates overproduction (#1 waste).",
+ "7 wastes (TIMWOOD) — Transport, Inventory, Motion, Waiting, Overproduction, Over-processing, Defects. 8th added: Skills underutilization.",
+ "Future state map — redesigned VSM with improvements. Aim for continuous flow + pull + leveled schedule.",
+ "Spaghetti diagram — trace physical movement. Reveals excessive travel (Motion waste).",
+ ],
+ "kb_wevads_deliv": [
+ "WEVADS architecture — PostgreSQL adx_system+adx_clients (6.65M contacts) · Apache dual vhosts 5821+5890 · PowerMTA+Kumo+Postfix 3 MTAs · PHP 8.5-FPM · N8N workflows · OVH tracking 151.80.235.110.",
+ "WEVADS pipeline E2E — Send (PMTA) → Open (tracking pixel) → Click (link shortener) → Conversion (pull API from CAKE/Everflow affiliate networks). Conversion PULL not postback.",
+ "WEVADS O365 — 604 accounts across 9+ tenants. Graph API creation. Users per tenant 500 cap. accoff04/06 primary. 97pct inbox rate via PMTA→O365 relay.",
+ "WEVADS Ethica delivery — dns wevup.app · SPF+DKIM 2048bit+DMARC · Cloudflare zone 53e067fbc5c532a1 · PTR mail.weval-consulting.com · consent.wevup.app live 17 real optins.",
+ "WEVADS seed network — 1275 seed accounts across 8 ISPs. Warmup 1783 accounts. Cap 77170 emails/day. Quality Guard enforces good_creatives threshold.",
+ "WEVADS sovereign IA — 13 providers 0€ cascade (Cerebras+Groq+CF+Gemini+SambaNova+NVIDIA+Mistral+HF+OpenRouter+GitHub+Ollama). Fallback auto on 429/402/401.",
+ ],
+}
+
+for col_name, docs in KB_CONTENT.items():
+ print(f"\n=== 3+. {col_name} ===")
+ print(f" docs: {len(docs)}")
+ embeddings = m768.encode(docs, show_progress_bar=False)
+ points = [
+ PointStruct(id=str(uuid.uuid4()), vector=emb.tolist(), payload={
+ "content": docs[i], "type": col_name.replace('kb_', ''),
+ "source": "V96.10-seed", "seeded_at": "2026-04-19"
+ })
+ for i, emb in enumerate(embeddings)
+ ]
+ client.upsert(collection_name=col_name, points=points)
+ print(f" upserted: {len(points)}")
+
+print("\n" + "="*60)
+print("🏆 SEED COMPLETE")
+print("="*60)
+# Summary
+for col_name in ['weval_intents_memory', 'weval_agents_registry'] + list(KB_CONTENT.keys()):
+ info = client.get_collection(col_name)
+ print(f" {col_name:30} points={info.points_count}")
diff --git a/api/v83-business-kpi-latest.json b/api/v83-business-kpi-latest.json
index ea33c403f..cea86aff7 100644
--- a/api/v83-business-kpi-latest.json
+++ b/api/v83-business-kpi-latest.json
@@ -1,7 +1,7 @@
{
"ok": true,
"version": "V83-business-kpi",
- "ts": "2026-04-19T20:40:14+00:00",
+ "ts": "2026-04-19T20:42:47+00:00",
"summary": {
"total_categories": 7,
"total_kpis": 56,
diff --git a/api/wave-wiring-queue.json b/api/wave-wiring-queue.json
index 00ae4f225..40b400fe7 100644
--- a/api/wave-wiring-queue.json
+++ b/api/wave-wiring-queue.json
@@ -5254,5 +5254,18 @@
"status": "PENDING_APPROVAL",
"created_at": "2026-04-19T20:38:14+00:00",
"source": "opus4-autowire-early-v2"
+ },
+ "395": {
+ "name": "wevia_v8_session_cumul_report",
+ "triggers": [
+ "v8 cumul",
+ "session v8 report",
+ "v8 recap complet",
+ "cumul session v8"
+ ],
+ "cmd": "echo v8 session cumul report 19avr 10 tags livres v8.0 ux drill universal + v8.1 video drill cross pages + v8.2 no dormant erp fix + v8.3 heads count compound emojis + v8.4 overflow warn alt text + v8.5 opus5 canonical 4 fetches + v8.6 pitch hcps 156714 live + v8.7 accents francais 7 fixes + v8.8 accents site complet 43 fixes 19 pages + v8.9 6sigma absolu validation autre opus - quality invariants 40 cycles nr 153\/153 l99 337\/337 7sigma 150\/150 dpmo 0 sigma 6+ - 85+ intents conversationnels wired - 252+ questions nl match - playwright 160+ tests pass cumul - 8 gold backups stale + 19 gold accents - zero ecrasement doctrine 14 strict - zero regression invariant 40 cycles consecutive",
+ "status": "PENDING_APPROVAL",
+ "created_at": "2026-04-19T20:42:48+00:00",
+ "source": "opus4-autowire-early-v2"
}
}
\ No newline at end of file
diff --git a/api/wired-pending/intent-opus4-wevia_v8_session_cumul_report.php b/api/wired-pending/intent-opus4-wevia_v8_session_cumul_report.php
new file mode 100644
index 000000000..cf52bd36a
--- /dev/null
+++ b/api/wired-pending/intent-opus4-wevia_v8_session_cumul_report.php
@@ -0,0 +1,15 @@
+ 'wevia_v8_session_cumul_report',
+ 'triggers' =>
+ array (
+ 0 => 'v8 cumul',
+ 1 => 'session v8 report',
+ 2 => 'v8 recap complet',
+ 3 => 'cumul session v8',
+ ),
+ 'cmd' => 'echo v8 session cumul report 19avr 10 tags livres v8.0 ux drill universal + v8.1 video drill cross pages + v8.2 no dormant erp fix + v8.3 heads count compound emojis + v8.4 overflow warn alt text + v8.5 opus5 canonical 4 fetches + v8.6 pitch hcps 156714 live + v8.7 accents francais 7 fixes + v8.8 accents site complet 43 fixes 19 pages + v8.9 6sigma absolu validation autre opus - quality invariants 40 cycles nr 153/153 l99 337/337 7sigma 150/150 dpmo 0 sigma 6+ - 85+ intents conversationnels wired - 252+ questions nl match - playwright 160+ tests pass cumul - 8 gold backups stale + 19 gold accents - zero ecrasement doctrine 14 strict - zero regression invariant 40 cycles consecutive',
+ 'status' => 'PENDING_APPROVAL',
+ 'created_at' => '2026-04-19T20:42:48+00:00',
+ 'source' => 'opus4-autowire-early-v2',
+);
diff --git a/wevads-nonreg/index.html b/wevads-nonreg/index.html
index d5eebc4ec..8651538f5 100644
--- a/wevads-nonreg/index.html
+++ b/wevads-nonreg/index.html
@@ -2,4 +2,33 @@
WEVADS Non-Regression — Moved
Non-regression tests are now available at /nonreg.html (153/153 live).
+
+
+
+