WEVIA Master Control Center

V77 · Training · Monitor · Brain · Multiagent · Empire
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📊 Dashboard
🎯 Intents 0
🧠 Training 0
🛠 Skills & Gaps 0
🧬 Brain
✏️ Sujet manuel
⚡ Benchmark 12
🧠 Brain Monitoring LIVE
💤 Dormants 0
✅ Acquis 13
🧠 WEVIA Brain 50
🏅 Lean 6σ·TOC DMAIC
🧩 Cognitive 45
📖 KB·Doctrines 82
🏗️ IA Building V66
📏 Honest V70
🧪 QAHub V71
🛡️ Risk+Plan V71
🤖 Multiagent V73
🏗️ Architecture
📜 Logs
COVERAGE ECOSYSTEME
live
-%
ecosysteme capitalise
HCPs MAGHREB
live
146k
DZ / MA / TN / INTL
AGENTS FLEET
active
950agents
sur 17k skills indexed
SOVEREIGN IA
0 EUR
13/13
cascade LLM providers
ANDON LEAN 6 SIGMA
ON TARGET
OK
WARN
STOP
NONREG L99 L6S
live
-/-
100% DPMO 0 22 cycles
NonReg-/-
L99-/-
Intents-/-
DPMO (defauts/million)
6sigma
6s
On targetOK
Warn0
Fail0
target 3.4 DPMO
VALUE STREAM FLOW
DMAIC
HEATMAP ECOSYSTEME 144 composants
real-time
- OK
- WARN
- FAIL
ACQUIS LIVE vs CIBLE
... coverage
progression targets (sparkline 30 cycles)
DOCTRINE ZERO DORMANT TARGET
ACHIEVED
0
real dormants
(V65 anti-loop scan)
Zero Dormant Target ACHIEVED - tester approuve
Les 917 dormants V59 etaient pollution symlinks monorepos (activepieces/packages + boucles deer-flow). Scan V65 avec visited_realpaths + EXCLUDED_PARENTS + EXCLUDED_NAMES = 0 real dormants.
Tier2 opportunités résiduelles: wevia-backoffice 86KB (V68) / visual-brain 27KB (V68) / consensus-engine 6KB (V68) / embed-model (V67 in progress)
IA Build Standards - Anthropic RSP / ISO 42001 / NIST AI RMF / PMI IA / CMMI-DEV v2.0 / DORA 4 Keys / SRE SLO / Lean 6sigma / Toyota Visual Management - Refresh auto 15s

🎓 Auto-Training Sessions · Apprentissage Continu WEVIA Master · SSE streaming · Kaizen loop

Pipeline auto: multi-agent exec + capture resultats + feedback loop + stockage RAG + Kaizen amelioration continue
Sessions completees
30
V42-V72 cycles + L99 runs + SSE queries
Intents wired
141
V42-V66 total
Success rate
100%
L99 153/153
Learning mode
Adaptive
RAG feedback

🔄 Pipeline Auto-Training (6-step Kaizen loop)

📋
1. Capture
SSE parse
→
🤖
2. Multi-agent
24 agents //
→
⚡
3. Exec
13 providers
→
🧠
4. LLM synth
observe+gap
→
💾
5. RAG store
Qdrant embed
→
♾️
6. Kaizen
learn+improve

📊 Auto-Training Runs (historique) via "Démarrer auto-training"

⏳ Aucune session demarree. Click "▶ Démarrer auto-training" (top-right) pour lancer un cycle complet L99 + multi-agent + capture feedback RAG.

🎯 Objectifs Training V66

✓ Coverage 100%
Tester tous intents V42-V66
✓ L6S ON TARGET
DPMO 0 · 21 cycles stable
✅ Agent autonomy 100%
Live KPI · V67 target reached
✓ Feedback loop RAG
Auto-embed answers Qdrant
🎓 Training Framework V66 — Kaizen continu · Auto-feedback RAG · Multi-agent cascade · Anti-regression GOLD+LINT+chattr · L99 153/153. Chat: "démarrer auto-training" ou "multiagent live stream".
🛠 Skills & Tools à acquérir
Gaps autonomy détectés par V43 audit

Intents suggestions auto-générés

🧬 Brain WEVIA — Providers
13 providers 0€ sovereign cascade
🧠 Modèles Fine-tune
HuggingFace Hub · fine-tune principal · dataset auto-training de ce control center
Ouvrir sur huggingface.co (pas sur ethica.wevup.app)
Ollama local
Port 11434 · fallback offline · HCP-sensitive
🧰 Tools Registry (composition brain)
Chargement...
✏️ Sujet manuel — entraîner WEVIA sur un sujet
Teste phrases réelles, ajoute à la training dataset
📚 Sujets custom enregistrés
⚡ Benchmark IA 2026 — WEVIA vs Frontier Models
Source: Vellum LLM Leaderboard + BenchLM.ai · avril 2026
WEVIA Sovereign Cascade v3 combine 13 providers (Cerebras primary, Groq/Mistral/Gemini fallback, Claude Opus 4.7 deep mode) → 0€ vendor lock-in, souverain, contexte Ethica HCP custom.
📊 Positionnement WEVIA
🧠 WEVIA Brain Monitoring Live
Apprentissage temps-réel · Auto-intent detection · Self-audit
🫀 Heartbeat
●
—
💭 NO_EXEC detected
—
Last 500 events scan
🎯 Patterns candidates
—
Auto-intent proposals
📝 Proposals pending
—
Awaiting Yacine approval
⚡ Auto-intent generation from NO_EXEC
WEVIA observe ses lacunes → propose candidats → Yacine valide
📊 Learning Pulse (60s window)
Activité temps-réel du cerveau WEVIA
💤 Dormants inventory — 220 assets à réveiller
Audit serveur /var/www/html + /opt/wevia-brain + /opt/weval-l99/wiki
🌐 Hubs pages
37
/var/www/html/*hub*.html
⚙️ Priority intents NL
159
priority-intents-nl.json
📦 Archived wiki
24
wiki manifests
🔌 Backend PHP
26
/api/*intent*.php
💎 DORMANT wevia-ia
125
backoffice 86KB+api 59KB+visual-brain 27KB
🗃 S89 AI APIs
33
ai-bridge+copywriter+rotation
🎼 Orchestrators
10
2 active + 8 dormant
🧰 Tool registries
3
v2(444)+v3(16)+main(444)
🧠 BRAIN nucleus
15
masteries (code/cyber/rpa/ssh/cognitive)
👤 Personas
6
cloud-arch/cyber/data/email/fullstack/sap
📜 System prompts
24
opus-*/agent-*/system-*/skill-*
📚 Knowledge bases
11
ai-arch/business/cloud/cyber/devops/email
🎓 KB Deep
17
powermta+pharma-hcp+sap-s4hana+huawei
🎨 OSS Skills (+4247)
110
piebald+claude+weval · cache: 4247
🏗️ WEVAL ecosystem
11
crewai/guardian/l99/nonreg/ops/radar/security
📦 OSS repos clonés
39
SuperClaude/autogen/authentik/anythingllm+36
🦾 OPUS artifacts
133
opus5-*/cognitive-opus46/opus-arch/hooks/dispatcher
🧮 QDRANT collections
17
kb_ethica_pharma+wevia_memory_768+bpmn+vsm
🌐 RND plugins domaines
74
accessibility/agent-orch/blockchain/cicd/cloud/k8s/ml-ops
📓 Obsidian vault
8
55 doctrines + 11 KB + decisions + sessions
🧬 Memory systems
3
claude-mem + supermemory + wevia knowledge
🤖 Agent frameworks
11
SuperClaude+autogen+HolyClaude+deer-flow+aios+swarm
📂 Other OSS
21
antigravity-skills/awesome-*/flowise/twenty+autres
TOTAL DORMANTS: 917 assets + 5651 skills OSS cache = 5651 capabilities. Ultra deep scan V59 22 catégories (+ opus/qdrant/rnd/obsidian/memory/frameworks).
✅ V60 Tier 1 WIRED (5 bridges LIVE) — API /api/wevia-v60-tier1-bridges.php?action=v60_status : 🦾 cognitive-opus46-advanced 59KB lint OK · 🧮 Qdrant kb_ethica_pharma (16 pts, 768d, green) · 🧬 SuperClaude_Framework (6 subdirs, 20 MD) · 📓 55 doctrines obsidian · 🔧 oss-discovery régression FIXED (chattr unlock+3 fixes+relock). Endpoints : opus_advanced_ping, qdrant_ethica_search, superclaude_skills, doctrines_list, doctrine_read, v60_status.

🤖 Multiagent Orchestrator V72 -- 950 agents TOTAL (243 structured + 950 EM manifest) - V73 mega-aggregator

V71 extension -- /api/wevia-orchestrator-extra-agents.php
Architecture : 16 hardcoded core + 10 V71 ext + N nouveaux V72 = 26+ agents
4 modes : list, run, multi (smart kw), all (parallel)

Chargement...
Chat commands -- v71 super bilan fires all 10 ext, multiagent smart kw-filtered, liste agents orchestrator catalog
🏗️ Architecture WEVIA Intelligence
Vue aérienne complète · Admin ⬌ Public ⬌ Widget · 52 intents + 8 public safe
WEVIA Intelligence Architecture · 17 avril 2026 USER INTERFACES (L1) wevia-master.html ADMIN · 52 intents · FULL OPEN wevia.html PUBLIC · 8 intents safe wevia-widget.html WIDGET · sovereign direct wevia-training.html Control Center V55 ROUTING LAYER (L2) wevia-sse-orchestrator.php 695L · 52 intents · FULL ADMIN wevia-sse-orchestrator-public.php 109L · 8 intents whitelist + blacklist wevia-chat.php router (V52 capability + V51 scope) wevia-auto-intent.php V55 NEW · scan/propose/dormants SOVEREIGN CASCADE (L3) · 13 providers · 0 EUR Cerebras PRIMARY 2500 t/s · 50ms Groq 2100 t/s Mistral EU sovereign Gemini AIME 45.8% Claude Opus 4.7 DEEP MODE GPQA 94.2% HF Inference 2 models CF Workers AI free tier +5 others SambaNova NVIDIA HF Fine-tune weval-brain-v4 PROPRIETARY DATA & STATE (L4) PostgreSQL Ethica 157861 HCP adx_system + adx_clients State Vault /opt/wevads/state/ partnerships JSON Qdrant Vector kb_ethica_pharma 1650 entries embedded Tools Registry wevia-tool-registry.json 444 tools Dormants inventory 37 hubs + 159 priority-nl + 24 archived → V55 auto-intent candidats META-INTELLIGENCE (L5) Auto-intent V55 (NO_EXEC → propose) Self-audit L99 (153/153) Anti-corruption (GOLD+LINT+chattr) Git dual-sync (Gitea+GitHub)
5 Layers: UI (master/public/widget/training) → Routing (orch admin/public/chat/auto-intent) → Sovereign Cascade (13 providers 0€) → Data (PG 146K HCP/Vault/Qdrant 1650/Registry 444/Dormants 220) → Meta (auto-intent V55/L99/anti-corruption/git dual-sync).

🏆 Dashboard Management Visuel — Acquis vs Dormant ...% Lean 6σ · Anti-régression · Doctrine management visuel

Tableau de bord visuel inspiré Toyota Production System · Andon · OEE · DMAIC

🧠 Training & Apprentissage Temps Réel LIVE stream · WEVIA Master cognitive feedback ● Connecté

Sessions activés
-
0 dernière min
Intents exécutés
-
taux succès
Latence moy (ms)
-
last 10 execs
⏳ En attente d'événements WEVIA Master...
Vélocité d'apprentissage (execs/30s)
Peak
-
Avg
-
source: /api/wevia-sse-orchestrator.php telemetry · refresh 5s
Coverage Écosystème
🎯
-
Acquis vs total
calculating...
Lean 6σ Score
🏅
-
DPMO
-
target 3.4ppm
Cycles sans régression
🔄
-
V42 → V63 · Zero defect streak
Total Acquis (items)
📦
-
vs dormant: -

📊 Répartition Acquis par catégorie source: /api/wevia-v63-acquired-enriched.php

Chargement bars...

🍩 Pie Intents Wired par version

🔥 Heatmap Intents — santé par version (Lean visuel) vert = stable · jaune = partial · rouge = fail

🧮 RAG Qdrant Vectors

🎨 OSS Skills Collections

🛠️ Tools OSS /opt/

🚨 Andon — Dormants à wirer (Kanban Tier)

Doctrine anti-régression V63 — Tous les acquis ci-dessus sont protégés par chattr +i ou GOLD backup. Refresh auto 30s. APIs consultables via WEVIA Master chat: "acquis enriched", "rag stats", "lean 6 sigma".

🧠 WEVIA Brain - Inventaire Complet ... source: /api/wevia-v65-brain-api.php

Full stack: Prompts + KB + RAG + Doctrines + Skills + Intents + Multi-agents + Infra
🧠 Prompts totaux
-
nucleus+personas+system+5
📚 Knowledge Bases
-
- deep docs
📜 Doctrines Obsidian
-
loadable v61_doctrine_autoload
🔮 RAG Vectors
-
- collections
🤖 Agents Cascade
-
-
🎯 Intents wired
-
orch+V61+V62
🎨 Skills OSS
-
collections
🏥 HCPs Maghreb
-
Ethica DB

🧠 Prompts breakdown

📚 Knowledge Bases détail

🌐 Infrastructure LIVE

🏅 Lean 6σ · Theory of Constraints (TOC) · DMAIC ON TARGET

Score L99
-/100
DPMO
-
target 3.4 ppm
Sigma Level
-
Cycles stable
-
V42→V65
PASS/FAIL
-/-

🔄 DMAIC Flow

⚠️ TOC Constraints (contraintes identifiées)

🧩 Cognitive Patterns · Prompts · Personas ...

Cognitive masteries nucleus + personas + system prompts + reasoning (CoT/ToT) + guardrails

📖 Knowledge Bases & Doctrines Obsidian ...

📚 Knowledge Bases (domaines)

📜 Doctrines sample (Obsidian vault)

🏗️ IA Building & Enhancing — Framework Standards Internationaux ... Anthropic RSP · ISO 42001 · NIST AI RMF · DORA · CMMI · L6σ

Inspiré normes Anthropic (track Opus development), PMI IA, ISO 42001, NIST AI RMF, CMMI-DEV v2.0, DORA 4 Keys, SRE SLO, Toyota Visual Management

🧩 Capabilities Inventory — 11 composants IA tiers 1/2/3 · CMMI maturity · anti-régression lock

⚡ Gaps & Opportunities Analysis severity + capability impacted + effort MD + target version

🔒 Capability Lock (Anti-Régression) ... cycles

...

🗺️ Roadmap IA Building

🚦 Services Andon

V66 Framework — KPIs standards internationaux. Refresh auto 30s. Commandes chat WEVIA: "ia building kpi", "gap analysis", "roadmap ia".

📏 Honest Tracker — ZERO PIPO V70 TOC Goldratt / MMLU-HELM-BBH / Qualification honest

Chiffres reels source-of-truth aligne WTP+OSS / TOC 5FS Goldratt / Benchmarks internationaux declares / HAVE vs HAVE-NOT / Domaines couverture reelle

🎯 CHIFFRES REELS (aligne WTP + source-of-truth) HONEST

⚙️ TOC — Theory of Constraints (Goldratt 5FS) Bottleneck: ...

5 Focusing Steps Goldratt applique:

🏆 Benchmarks IA Internationaux (declares - pas de simulation)

✅ HAVE — Capabilites confirmees ...

⚠️ HAVE NOT — Gaps honnetes ...

🌍 Domaines couverts (profondeur reelle) evidence-based

📏 Honest Tracker V70 — Zero pipo / Chiffres source-of-truth aligne WTP+OSS / Benchmarks declares pas claim / Gap tracking honnete / Refresh 30s. Chat: "honest tracker", "toc bottleneck", "benchmark llm".

🧪 QAHub — Test Strategy & Non-Regression Defense in Depth ... ISO 29119 · ISTQB · DORA · SRE · OWASP · Anthropic RSP · Netflix Chaos

Swiss cheese defense (Reason) / Martin Fowler Test Pyramid / Google SRE Book / 8 independent layers anti-régression

🔺 Test Pyramid — 8 layers (Fowler / ISO 29119 / ISTQB) coverage + gap honest

🚀 DORA 4 Keys (Accelerate — Forsgren)

📈 SRE SLO (Google SRE Book)

🛡️ Anti-Régression Strategy — 8 couches Swiss Cheese (Reason) defense in depth

📐 Standards internationaux (declared + status honest)

🎯 Next Actions — Priorisées V72-V74

🧪 QAHub V71 — Refresh auto 30s via /api/wevia-v71-qahub.php. Chat: "qahub", "test pyramid", "dora keys", "anti regression strategy".

🛡️ AI Risk Management + Hallucination + Plan Action V71 ...

NIST AI RMF / ISO 23894 / EU AI Act / Anthropic RSP / RAGAS / HaluEval / FActScore / TruthfulQA / SelfCheckGPT / FEVER / AIS

⚖️ Risk Management KPIs (4 NIST phases) ...

👻 Hallucination Tracking - 7 benchmarks internationaux HONEST: tous NOT EVALUATED

🌐 IA Build Best Practices (10 areas normes internationales)

🎯 Plan d'Action Dynamique - WEVIA construit / maintient / avance

🛡️ V71 Risk Management + Hallucination + Dynamic Plan — NIST/ISO/EU/Anthropic standards · RAGAS/HaluEval/FActScore/TruthfulQA benchmarks · Plan Yacine-managed persisted /var/www/html/data/v71_action_plan.json · Refresh 30s. Chat: "risk management", "hallucination benchmark", "action plan".
📜 Console Control Center
🎯 WEVAL Agents Gap-Fill ERP 54 gaps SAP · Oracle · NetSuite · Dynamics 🆕 Meeting Rooms 🆕 Lean 6 Sigma — chargement — → WTP Portal (16 mod) Enterprise Model 📋 Manifest ×
🏛️ Enterprise Model 16 depts 🆕 Meeting Rooms 🆕 Lean 6 Sigma — chargement — → WEVAL Technology Platform (16 modules) Enterprise Model WEVIA Master ×

🔮 DSH PREDICT · WePredict Dashboard

LIVE
—
Load predicted (next 1h)
—
—
Alert threshold
—
auto-heal armed
Trend (regression)
—
—
Samples analyzed
—
rolling
Predict cache hit-rate
—
—
Learned patterns
—
auto-learned