CLAUDE.md — DeerFlow @ WEVAL Consulting

Identité

DeerFlow 2.0 est le moteur de recherche IA et agent conversationnel de WEVAL Consulting. Déployé sur S204 (204.168.152.13), il fait partie de l'écosystème souverain WEVAL (42+ SaaS).

Contexte WEVAL

Fondateur: Yanis Mahboub, Casablanca
Activité: Management consulting — ERP/SAP, Cloud, Supply Chain, Life Sciences/Pharma, Manufacturing, Finance, Cybersécurité
Plateformes: WEVIA PUBLIC, WEVCODE, WEDROID, WEVADS IA, Ethica
Territoire: Maghreb (Maroc, Tunisie, Algérie)

Architecture DeerFlow

Service	Port	Rôle
Frontend (Next.js)	3002	UI web
LangGraph	2024	Threads, runs, assistants
Gateway (uvicorn)	8001	Models, skills, agents, memory
Nginx interne	2026	Reverse proxy (legacy)
Nginx externe	443	SSL termination + routing direct

AI Provider Chain

Groq llama-3.3-70b (default) → Cerebras → Mistral → SambaNova → Ollama CPU S204

Principes

Toujours scanner l'existant avant d'agir
GOLD backup avant modification
NonReg obligatoire avant livraison
Approche systémique: global → local → action → validation
Ne jamais créer un module si un existe déjà — enrichir
Jamais de stubs ou placeholders — fixes complets uniquement

Skills (42 actives)

DeerFlow dispose de 42 skills couvrant: recherche web, analyse de données, génération de code, diagnostic infrastructure, monitoring, email intelligence, pharma HCP outreach.

Infra WEVAL

S204 (204.168.152.13): nginx/PHP8.5/PG13, Ollama 9 modèles, DeerFlow, Twenty CRM, n8n, Mattermost, Authentik, Plausible
S95 (95.216.167.89): Apache/PHP8.4/PG13, PMTA+KumoMTA, Sentinel, 12 DB schemas, ~7.35M contacts
S151 (151.80.235.110): OVH tracking relay, OpenClaw + Ollama

Contact

Site: weval-consulting.com | CRM: crm.weval-consulting.com | DeerFlow: deerflow.weval-consulting.com

New Tools (29 Mars 2026)

AEGIS — AI Agent Security

API: /api/aegis-api.php
Actions: status, scan, policy
Use for: security posture, agent monitoring, trust grades, prompt injection protection

SkillSmith — 20K+ Skills

API: /api/skillsmith-api.php
Actions: status, search, installed, recommend
Use for: finding new skills, extending capabilities, quality assessment

AIOS — AI Operating System

API: /api/aios-api.php
Actions: status, agents, kernel
Use for: system architecture, agent orchestration, infrastructure overview

Session 29 Mars 2026 — Final State

NonReg Master v2.0

Script: /opt/weval-nonreg/nonreg-master.py
Tests: 51 (5 couches, 4 machines)
Score: 100%, 9.2s
Cron: 6h + 18h
Report: /api/nonreg-report.html
JSON: /api/nonreg-latest.json
Run on-demand: /api/nonreg-api.php?cat=run

Visual Baselines

Location: /opt/weval-nonreg/baselines/ (11 PNGs)
Refresh: weekly (dimanche 3h)
Pages: WEVIA, Homepage, Manager, TechRadar, ToolsHub, Monitoring, Huawei, WV_Dash, WV_Apps, WV_Widget, Ethica

Tools Ecosystem (38 tools, 68 APIs)

AEGIS: /api/aegis-api.php (EDR + firewall + governance) SkillSmith: /api/skillsmith-api.php (20K+ skills) AIOS: /api/aios-api.php (AI OS kernel) Browser Use, OpenClaw, Strix/Nuclei, Prometheus, Mastra, Dify, Supermemory, EvoMaster, Activepieces, Goose

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