diff --git a/scripts/pve_mapper.py b/scripts/pve_mapper.py
new file mode 100644
index 0000000..1483015
--- /dev/null
+++ b/scripts/pve_mapper.py
@@ -0,0 +1,227 @@
+#!/usr/bin/env python3
+# pve_mapper.py
+# Frägt die Proxmox-Cluster-Infrastruktur sowie Docker-Container ab
+# und generiert einen strukturierten digitalen Zwilling (JSON).
+
+import json
+import subprocess
+import os
+import sys
+
+HOST = "80.90.43.178"
+SSH_KEY = os.path.expanduser("~/.ssh/id_rsa")
+
+def run_ssh(host, command, user="root"):
+    """Führt einen Befehl über SSH aus und gibt das Ergebnis zurück."""
+    ssh_cmd = [
+        "ssh",
+        "-i", SSH_KEY,
+        "-o", "StrictHostKeyChecking=no",
+        "-o", "UserKnownHostsFile=/dev/null",
+        f"{user}@{host}",
+        command
+    ]
+    try:
+        res = subprocess.run(ssh_cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True, timeout=15)
+        if res.returncode == 0:
+            return res.stdout.strip()
+        else:
+            return None
+    except subprocess.TimeoutExpired:
+        return None
+    except Exception:
+        return None
+
+def main():
+    print("=== 1. Fräge Proxmox Cluster-Ressourcen ab ===")
+    pve_raw = run_ssh(HOST, "pvesh get /cluster/resources --output-format json")
+    if not pve_raw:
+        print("Fehler: Konnte keine Verbindung zum Proxmox-Host herstellen oder pvesh ausführen.")
+        sys.exit(1)
+    
+    try:
+        resources = json.loads(pve_raw)
+    except Exception as e:
+        print(f"Fehler beim Parsen der Proxmox-Ressourcen: {e}")
+        sys.exit(1)
+    
+    twin = {
+        "nodes": [],
+        "vms": [],
+        "lxcs": [],
+        "docker_hosts": {}
+    }
+    
+    # Bekannte Docker-Hosts für tiefere Inspektion
+    known_docker_hosts = {
+        "80.90.43.178": "pve-host",
+        "10.190.20.10": "venus-traefik",
+        "10.190.20.50": "venus-rustdesk"
+    }
+
+    for res in resources:
+        res_type = res.get("type")
+        res_name = res.get("name")
+        res_node = res.get("node")
+        vmid = res.get("vmid")
+        status = res.get("status")
+
+        if res_type == "node":
+            twin["nodes"].append({
+                "name": res.get("node"),
+                "status": res.get("status"),
+                "cpu_cores": res.get("maxcpu"),
+                "memory_max_gb": round(res.get("maxmem", 0) / (1024**3), 2) if res.get("maxmem") else 0
+            })
+            continue
+
+        if res_type not in ["qemu", "lxc"]:
+            continue
+
+        item = {
+            "vmid": vmid,
+            "name": res_name,
+            "node": res_node,
+            "status": status,
+            "cpu_cores": res.get("maxcpu"),
+            "memory_max_gb": round(res.get("maxmem", 0) / (1024**3), 2) if res.get("maxmem") else 0,
+            "ips": []
+        }
+
+        if status == "running":
+            # IP-Adressen ermitteln
+            if res_type == "qemu":
+                ip_raw = run_ssh(HOST, f"pvesh get /nodes/{res_node}/qemu/{vmid}/agent/network-get-interfaces --output-format json")
+                if ip_raw:
+                    try:
+                        interfaces = json.loads(ip_raw).get("result", [])
+                        for iface in interfaces:
+                            for addr in iface.get("ip-addresses", []):
+                                ip = addr.get("ip-address")
+                                if ip and not ip.startswith("127.") and not ip.startswith("172.") and ":" not in ip:
+                                    item["ips"].append(ip)
+                    except Exception:
+                        pass
+            elif res_type == "lxc":
+                ip_raw = run_ssh(HOST, f"pvesh get /nodes/{res_node}/lxc/{vmid}/interfaces --output-format json")
+                if ip_raw:
+                    try:
+                        interfaces = json.loads(ip_raw)
+                        for iface in interfaces:
+                            for addr in iface.get("ip-addresses", []):
+                                ip = addr.get("ip-address")
+                                if ip and not ip.startswith("127.") and not ip.startswith("172.") and ":" not in ip:
+                                    item["ips"].append(ip)
+                    except Exception:
+                        pass
+
+        if res_type == "qemu":
+            twin["vms"].append(item)
+        else:
+            twin["lxcs"].append(item)
+
+    print("=== 2. Fräge Docker-Container auf aktiven Hosts ab ===")
+    for ip, label in known_docker_hosts.items():
+        print(f"Inspektion von Docker-Host: {label} ({ip})")
+        # Port 22 oder ProxyJump-Auswertung
+        # PVE-Host direkt, VMs über SSH-Routing (das lokale ssh-config kümmert sich um das Proxy-Routing)
+        target = ip
+        if label == "pve-host":
+            docker_cmd = "docker ps --format '{{json .}}'"
+        else:
+            # Wir verwenden die in ~/.ssh/config definierten Host-Namen (venus-traefik, venus-rustdesk)
+            target = label
+            docker_cmd = "docker ps --format '{{json .}}'"
+            
+        docker_raw = run_ssh(target, docker_cmd)
+        if docker_raw:
+            twin["docker_hosts"][label] = {
+                "ip": ip,
+                "containers": []
+            }
+            # Mehrere JSON-Objekte zeilenweise parsen
+            for line in docker_raw.split("\n"):
+                if not line.strip():
+                    continue
+                try:
+                    c = json.loads(line)
+                    twin["docker_hosts"][label]["containers"].append({
+                        "id": c.get("ID"),
+                        "name": c.get("Names"),
+                        "image": c.get("Image"),
+                        "status": c.get("Status"),
+                        "ports": c.get("Ports")
+                    })
+                except Exception:
+                    pass
+
+    # Speicherpfad definieren
+    state_dir = "/Volumes/omv-150/MayaDO/Infrastruktur/agent-bootstrap/state"
+    os.makedirs(state_dir, exist_ok=True)
+    out_path = os.path.join(state_dir, "digital_twin.json")
+    
+    with open(out_path, "w", encoding="utf-8") as f:
+        json.dump(twin, f, indent=2, ensure_ascii=False)
+        
+    print(f"=== 3. Digitaler Zwilling erfolgreich geschrieben nach: {out_path} ===")
+
+    # Generiere Markdown-Zusammenfassung für Graphify
+    md_lines = [
+        "# Digitaler Zwilling: Proxmox & Docker Cluster-Topologie",
+        "",
+        "Dieses Dokument beschreibt die physische und virtuelle Infrastruktur von MayaDO.",
+        ""
+    ]
+    
+    md_lines.append("## Physische Cluster-Nodes")
+    for n in twin["nodes"]:
+        md_lines.append(f"### Node: {n['name']}")
+        md_lines.append(f"- **Status**: {n['status']}")
+        md_lines.append(f"- **CPU Kerne**: {n['cpu_cores']}")
+        md_lines.append(f"- **Maximaler Arbeitsspeicher**: {n['memory_max_gb']} GB")
+        md_lines.append("")
+        
+    md_lines.append("## Virtuelle Maschinen (Qemu/VM)")
+    for vm in twin["vms"]:
+        md_lines.append(f"### VM {vm['vmid']}: {vm['name']}")
+        md_lines.append(f"- **Node**: {vm['node']}")
+        md_lines.append(f"- **Status**: {vm['status']}")
+        md_lines.append(f"- **CPU Kerne**: {vm['cpu_cores']}")
+        md_lines.append(f"- **RAM Limit**: {vm['memory_max_gb']} GB")
+        if vm["ips"]:
+            md_lines.append(f"- **IP-Adressen**: {', '.join(vm['ips'])}")
+        md_lines.append("")
+        
+    md_lines.append("## LXC-Container")
+    for lxc in twin["lxcs"]:
+        md_lines.append(f"### LXC {lxc['vmid']}: {lxc['name']}")
+        md_lines.append(f"- **Node**: {lxc['node']}")
+        md_lines.append(f"- **Status**: {lxc['status']}")
+        md_lines.append(f"- **CPU Kerne**: {lxc['cpu_cores']}")
+        md_lines.append(f"- **RAM Limit**: {lxc['memory_max_gb']} GB")
+        if lxc["ips"]:
+            md_lines.append(f"- **IP-Adressen**: {', '.join(lxc['ips'])}")
+        md_lines.append("")
+        
+    md_lines.append("## Docker-Dienste und -Container")
+    for host_label, host_info in twin["docker_hosts"].items():
+        md_lines.append(f"### Docker-Host: {host_label} (IP: {host_info['ip']})")
+        if not host_info["containers"]:
+            md_lines.append("- *Keine laufenden Container gefunden*")
+        for c in host_info["containers"]:
+            md_lines.append(f"#### Container: {c['name']}")
+            md_lines.append(f"  - **ID**: `{c['id']}`")
+            md_lines.append(f"  - **Image**: `{c['image']}`")
+            md_lines.append(f"  - **Status**: {c['status']}")
+            if c['ports']:
+                md_lines.append(f"  - **Ports**: `{c['ports']}`")
+            md_lines.append("")
+            
+    md_path = os.path.join(state_dir, "digital_twin.md")
+    with open(md_path, "w", encoding="utf-8") as f:
+        f.write("\n".join(md_lines))
+        
+    print(f"=== 4. Markdown-Zusammenfassung geschrieben nach: {md_path} ===")
+
+if __name__ == "__main__":
+    main()
diff --git a/state/.graphifyignore b/state/.graphifyignore
new file mode 100644
index 0000000..d055ec7
--- /dev/null
+++ b/state/.graphifyignore
@@ -0,0 +1,2 @@
+digital_twin.json
+*.json
diff --git a/state/digital_twin.json b/state/digital_twin.json
new file mode 100644
index 0000000..183554f
--- /dev/null
+++ b/state/digital_twin.json
@@ -0,0 +1,282 @@
+{
+  "nodes": [
+    {
+      "name": "pve-venus",
+      "status": "online",
+      "cpu_cores": 4,
+      "memory_max_gb": 15.45
+    }
+  ],
+  "vms": [
+    {
+      "vmid": 10190100,
+      "name": "Router190",
+      "node": "pve-venus",
+      "status": "running",
+      "cpu_cores": 1,
+      "memory_max_gb": 2.0,
+      "ips": [
+        "10.255.255.2",
+        "10.190.10.1",
+        "10.190.20.1",
+        "10.190.30.1",
+        "10.190.40.1",
+        "10.190.50.1",
+        "100.64.1.4"
+      ]
+    },
+    {
+      "vmid": 10190129,
+      "name": "Traefik190-01",
+      "node": "pve-venus",
+      "status": "running",
+      "cpu_cores": 1,
+      "memory_max_gb": 1.0,
+      "ips": [
+        "10.190.20.10"
+      ]
+    },
+    {
+      "vmid": 10190130,
+      "name": "fc190",
+      "node": "pve-venus",
+      "status": "running",
+      "cpu_cores": 1,
+      "memory_max_gb": 4.0,
+      "ips": [
+        "10.190.30.10"
+      ]
+    },
+    {
+      "vmid": 10190150,
+      "name": "RustDesk-WWW",
+      "node": "pve-venus",
+      "status": "running",
+      "cpu_cores": 1,
+      "memory_max_gb": 4.0,
+      "ips": [
+        "10.190.20.50"
+      ]
+    }
+  ],
+  "lxcs": [
+    {
+      "vmid": 10190120,
+      "name": "db19001200",
+      "node": "pve-venus",
+      "status": "running",
+      "cpu_cores": 1,
+      "memory_max_gb": 1.0,
+      "ips": [
+        "10.190.10.20"
+      ]
+    },
+    {
+      "vmid": 10190121,
+      "name": "crawler19001210",
+      "node": "pve-venus",
+      "status": "running",
+      "cpu_cores": 1,
+      "memory_max_gb": 1.0,
+      "ips": [
+        "10.190.50.20"
+      ]
+    },
+    {
+      "vmid": 10190180,
+      "name": "web19001180",
+      "node": "pve-venus",
+      "status": "running",
+      "cpu_cores": 1,
+      "memory_max_gb": 1.0,
+      "ips": [
+        "10.190.20.20"
+      ]
+    }
+  ],
+  "docker_hosts": {
+    "pve-host": {
+      "ip": "80.90.43.178",
+      "containers": [
+        {
+          "id": "0b9d8273fb5b",
+          "name": "jmap-proxy",
+          "image": "jmap-proxy-jmap-proxy",
+          "status": "Up 21 minutes",
+          "ports": "0.0.0.0:20129->20129/tcp, [::]:20129->20129/tcp"
+        },
+        {
+          "id": "4e758b086b20",
+          "name": "agent-reach",
+          "image": "agent-reach-agent-reach",
+          "status": "Up 9 hours",
+          "ports": ""
+        },
+        {
+          "id": "acc06fbb53f8",
+          "name": "omniroute",
+          "image": "omniroute-omniroute",
+          "status": "Up 21 minutes",
+          "ports": "0.0.0.0:20128->20128/tcp"
+        },
+        {
+          "id": "534df33e6588",
+          "name": "phoenix_onboarding",
+          "image": "phoenix-onboarding",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:8090->80/tcp, [::]:8090->80/tcp"
+        },
+        {
+          "id": "1d414d575995",
+          "name": "ram_graph_general",
+          "image": "ram-graphs-deploy-ram-graph-general",
+          "status": "Up 8 days",
+          "ports": "0.0.0.0:8081->80/tcp, [::]:8081->80/tcp"
+        },
+        {
+          "id": "7f2a8ee43467",
+          "name": "ram_graph_sovereign",
+          "image": "ram-graphs-deploy-ram-graph-sovereign",
+          "status": "Up 8 days",
+          "ports": "0.0.0.0:8082->80/tcp, [::]:8082->80/tcp"
+        },
+        {
+          "id": "5d98afbaf52d",
+          "name": "bernados_app",
+          "image": "bernados-app",
+          "status": "Up 3 weeks",
+          "ports": "0.0.0.0:80->5001/tcp, [::]:80->5001/tcp"
+        }
+      ]
+    },
+    "venus-traefik": {
+      "ip": "10.190.20.10",
+      "containers": [
+        {
+          "id": "514cdd54baa2",
+          "name": "traefik",
+          "image": "traefik:v3",
+          "status": "Up About an hour",
+          "ports": "0.0.0.0:80->80/tcp, [::]:80->80/tcp, 0.0.0.0:443->443/tcp, [::]:443->443/tcp, 0.0.0.0:8080->8080/tcp, [::]:8080->8080/tcp"
+        },
+        {
+          "id": "f6cd66c87de1",
+          "name": "oauth2-proxy",
+          "image": "quay.io/oauth2-proxy/oauth2-proxy:v7.6.0",
+          "status": "Up 2 weeks",
+          "ports": "0.0.0.0:4180->4180/tcp, [::]:4180->4180/tcp"
+        }
+      ]
+    },
+    "venus-rustdesk": {
+      "ip": "10.190.20.50",
+      "containers": [
+        {
+          "id": "cb81a05e861d",
+          "name": "lp-manager-worker",
+          "image": "lp-manager-worker",
+          "status": "Up 46 hours",
+          "ports": ""
+        },
+        {
+          "id": "9db022e0de8b",
+          "name": "lp-manager-app",
+          "image": "lp-manager-app",
+          "status": "Up 45 hours",
+          "ports": "0.0.0.0:8000->8000/tcp, [::]:8000->8000/tcp"
+        },
+        {
+          "id": "e5d40a093981",
+          "name": "lp-onboarding-service",
+          "image": "lp-manager-onboarding",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:8026->8026/tcp, [::]:8026->8026/tcp"
+        },
+        {
+          "id": "bc9e663754d4",
+          "name": "dev-widget-nginx",
+          "image": "nginx:alpine",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:8025->80/tcp, [::]:8025->80/tcp"
+        },
+        {
+          "id": "0a6a1ea97c9e",
+          "name": "lp-manager-ui-control",
+          "image": "lp-manager-ui-control",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:8020->8010/tcp, [::]:8020->8010/tcp"
+        },
+        {
+          "id": "fe1c1068921c",
+          "name": "lp-manager-postgres-leads",
+          "image": "postgres:16-alpine",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:5433->5432/tcp, [::]:5433->5432/tcp"
+        },
+        {
+          "id": "c8446921b15a",
+          "name": "lp-manager-postgres-platform",
+          "image": "postgres:16-alpine",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:5432->5432/tcp, [::]:5432->5432/tcp"
+        },
+        {
+          "id": "1e0ed06280f5",
+          "name": "lp-manager-minio",
+          "image": "minio/minio:latest",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:9000-9001->9000-9001/tcp, [::]:9000-9001->9000-9001/tcp"
+        },
+        {
+          "id": "921ad465ed8e",
+          "name": "forgejo",
+          "image": "codeberg.org/forgejo/forgejo:8",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:2222->22/tcp, [::]:2222->22/tcp, 0.0.0.0:8095->3000/tcp, [::]:8095->3000/tcp"
+        },
+        {
+          "id": "7261dfe38d83",
+          "name": "space-agent-ui",
+          "image": "space-agent-image:latest",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:3000->3000/tcp, [::]:3000->3000/tcp"
+        },
+        {
+          "id": "244da8aba77d",
+          "name": "lp-manager-redis",
+          "image": "redis:7-alpine",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:6379->6379/tcp, [::]:6379->6379/tcp"
+        },
+        {
+          "id": "d3d8ed3bd56f",
+          "name": "quotes-app",
+          "image": "infisical/infisical:latest",
+          "status": "Up 6 days",
+          "ports": "443/tcp, 0.0.0.0:8080->8080/tcp, [::]:8080->8080/tcp"
+        },
+        {
+          "id": "5fa5fd299d0c",
+          "name": "quotes-db",
+          "image": "postgres:15-alpine",
+          "status": "Up 6 days",
+          "ports": "5432/tcp"
+        },
+        {
+          "id": "078f16f124d0",
+          "name": "quotes-cache",
+          "image": "redis:7-alpine",
+          "status": "Up 6 days",
+          "ports": "6379/tcp"
+        },
+        {
+          "id": "fa2b6c8fc25f",
+          "name": "fti-app",
+          "image": "mcp-registry-policy-fti-app",
+          "status": "Up 6 days",
+          "ports": "0.0.0.0:3030->3030/tcp, [::]:3030->3030/tcp"
+        }
+      ]
+    }
+  }
+}
\ No newline at end of file
diff --git a/state/digital_twin.md b/state/digital_twin.md
new file mode 100644
index 0000000..dc835fa
--- /dev/null
+++ b/state/digital_twin.md
@@ -0,0 +1,206 @@
+# Digitaler Zwilling: Proxmox & Docker Cluster-Topologie
+
+Dieses Dokument beschreibt die physische und virtuelle Infrastruktur von MayaDO.
+
+## Physische Cluster-Nodes
+### Node: pve-venus
+- **Status**: online
+- **CPU Kerne**: 4
+- **Maximaler Arbeitsspeicher**: 15.45 GB
+
+## Virtuelle Maschinen (Qemu/VM)
+### VM 10190100: Router190
+- **Node**: pve-venus
+- **Status**: running
+- **CPU Kerne**: 1
+- **RAM Limit**: 2.0 GB
+- **IP-Adressen**: 10.255.255.2, 10.190.10.1, 10.190.20.1, 10.190.30.1, 10.190.40.1, 10.190.50.1, 100.64.1.4
+
+### VM 10190129: Traefik190-01
+- **Node**: pve-venus
+- **Status**: running
+- **CPU Kerne**: 1
+- **RAM Limit**: 1.0 GB
+- **IP-Adressen**: 10.190.20.10
+
+### VM 10190130: fc190
+- **Node**: pve-venus
+- **Status**: running
+- **CPU Kerne**: 1
+- **RAM Limit**: 4.0 GB
+- **IP-Adressen**: 10.190.30.10
+
+### VM 10190150: RustDesk-WWW
+- **Node**: pve-venus
+- **Status**: running
+- **CPU Kerne**: 1
+- **RAM Limit**: 4.0 GB
+- **IP-Adressen**: 10.190.20.50
+
+## LXC-Container
+### LXC 10190120: db19001200
+- **Node**: pve-venus
+- **Status**: running
+- **CPU Kerne**: 1
+- **RAM Limit**: 1.0 GB
+- **IP-Adressen**: 10.190.10.20
+
+### LXC 10190121: crawler19001210
+- **Node**: pve-venus
+- **Status**: running
+- **CPU Kerne**: 1
+- **RAM Limit**: 1.0 GB
+- **IP-Adressen**: 10.190.50.20
+
+### LXC 10190180: web19001180
+- **Node**: pve-venus
+- **Status**: running
+- **CPU Kerne**: 1
+- **RAM Limit**: 1.0 GB
+- **IP-Adressen**: 10.190.20.20
+
+## Docker-Dienste und -Container
+### Docker-Host: pve-host (IP: 80.90.43.178)
+#### Container: jmap-proxy
+  - **ID**: `0b9d8273fb5b`
+  - **Image**: `jmap-proxy-jmap-proxy`
+  - **Status**: Up 21 minutes
+  - **Ports**: `0.0.0.0:20129->20129/tcp, [::]:20129->20129/tcp`
+
+#### Container: agent-reach
+  - **ID**: `4e758b086b20`
+  - **Image**: `agent-reach-agent-reach`
+  - **Status**: Up 9 hours
+
+#### Container: omniroute
+  - **ID**: `acc06fbb53f8`
+  - **Image**: `omniroute-omniroute`
+  - **Status**: Up 21 minutes
+  - **Ports**: `0.0.0.0:20128->20128/tcp`
+
+#### Container: phoenix_onboarding
+  - **ID**: `534df33e6588`
+  - **Image**: `phoenix-onboarding`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:8090->80/tcp, [::]:8090->80/tcp`
+
+#### Container: ram_graph_general
+  - **ID**: `1d414d575995`
+  - **Image**: `ram-graphs-deploy-ram-graph-general`
+  - **Status**: Up 8 days
+  - **Ports**: `0.0.0.0:8081->80/tcp, [::]:8081->80/tcp`
+
+#### Container: ram_graph_sovereign
+  - **ID**: `7f2a8ee43467`
+  - **Image**: `ram-graphs-deploy-ram-graph-sovereign`
+  - **Status**: Up 8 days
+  - **Ports**: `0.0.0.0:8082->80/tcp, [::]:8082->80/tcp`
+
+#### Container: bernados_app
+  - **ID**: `5d98afbaf52d`
+  - **Image**: `bernados-app`
+  - **Status**: Up 3 weeks
+  - **Ports**: `0.0.0.0:80->5001/tcp, [::]:80->5001/tcp`
+
+### Docker-Host: venus-traefik (IP: 10.190.20.10)
+#### Container: traefik
+  - **ID**: `514cdd54baa2`
+  - **Image**: `traefik:v3`
+  - **Status**: Up About an hour
+  - **Ports**: `0.0.0.0:80->80/tcp, [::]:80->80/tcp, 0.0.0.0:443->443/tcp, [::]:443->443/tcp, 0.0.0.0:8080->8080/tcp, [::]:8080->8080/tcp`
+
+#### Container: oauth2-proxy
+  - **ID**: `f6cd66c87de1`
+  - **Image**: `quay.io/oauth2-proxy/oauth2-proxy:v7.6.0`
+  - **Status**: Up 2 weeks
+  - **Ports**: `0.0.0.0:4180->4180/tcp, [::]:4180->4180/tcp`
+
+### Docker-Host: venus-rustdesk (IP: 10.190.20.50)
+#### Container: lp-manager-worker
+  - **ID**: `cb81a05e861d`
+  - **Image**: `lp-manager-worker`
+  - **Status**: Up 46 hours
+
+#### Container: lp-manager-app
+  - **ID**: `9db022e0de8b`
+  - **Image**: `lp-manager-app`
+  - **Status**: Up 45 hours
+  - **Ports**: `0.0.0.0:8000->8000/tcp, [::]:8000->8000/tcp`
+
+#### Container: lp-onboarding-service
+  - **ID**: `e5d40a093981`
+  - **Image**: `lp-manager-onboarding`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:8026->8026/tcp, [::]:8026->8026/tcp`
+
+#### Container: dev-widget-nginx
+  - **ID**: `bc9e663754d4`
+  - **Image**: `nginx:alpine`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:8025->80/tcp, [::]:8025->80/tcp`
+
+#### Container: lp-manager-ui-control
+  - **ID**: `0a6a1ea97c9e`
+  - **Image**: `lp-manager-ui-control`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:8020->8010/tcp, [::]:8020->8010/tcp`
+
+#### Container: lp-manager-postgres-leads
+  - **ID**: `fe1c1068921c`
+  - **Image**: `postgres:16-alpine`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:5433->5432/tcp, [::]:5433->5432/tcp`
+
+#### Container: lp-manager-postgres-platform
+  - **ID**: `c8446921b15a`
+  - **Image**: `postgres:16-alpine`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:5432->5432/tcp, [::]:5432->5432/tcp`
+
+#### Container: lp-manager-minio
+  - **ID**: `1e0ed06280f5`
+  - **Image**: `minio/minio:latest`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:9000-9001->9000-9001/tcp, [::]:9000-9001->9000-9001/tcp`
+
+#### Container: forgejo
+  - **ID**: `921ad465ed8e`
+  - **Image**: `codeberg.org/forgejo/forgejo:8`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:2222->22/tcp, [::]:2222->22/tcp, 0.0.0.0:8095->3000/tcp, [::]:8095->3000/tcp`
+
+#### Container: space-agent-ui
+  - **ID**: `7261dfe38d83`
+  - **Image**: `space-agent-image:latest`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:3000->3000/tcp, [::]:3000->3000/tcp`
+
+#### Container: lp-manager-redis
+  - **ID**: `244da8aba77d`
+  - **Image**: `redis:7-alpine`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:6379->6379/tcp, [::]:6379->6379/tcp`
+
+#### Container: quotes-app
+  - **ID**: `d3d8ed3bd56f`
+  - **Image**: `infisical/infisical:latest`
+  - **Status**: Up 6 days
+  - **Ports**: `443/tcp, 0.0.0.0:8080->8080/tcp, [::]:8080->8080/tcp`
+
+#### Container: quotes-db
+  - **ID**: `5fa5fd299d0c`
+  - **Image**: `postgres:15-alpine`
+  - **Status**: Up 6 days
+  - **Ports**: `5432/tcp`
+
+#### Container: quotes-cache
+  - **ID**: `078f16f124d0`
+  - **Image**: `redis:7-alpine`
+  - **Status**: Up 6 days
+  - **Ports**: `6379/tcp`
+
+#### Container: fti-app
+  - **ID**: `fa2b6c8fc25f`
+  - **Image**: `mcp-registry-policy-fti-app`
+  - **Status**: Up 6 days
+  - **Ports**: `0.0.0.0:3030->3030/tcp, [::]:3030->3030/tcp`
diff --git a/state/graphify-out/.graphify_analysis.json b/state/graphify-out/.graphify_analysis.json
new file mode 100644
index 0000000..0ef5f8d
--- /dev/null
+++ b/state/graphify-out/.graphify_analysis.json
@@ -0,0 +1,159 @@
+{
+  "communities": {
+    "0": [
+      "digital_twin_dev_widget_nginx",
+      "digital_twin_forgejo",
+      "digital_twin_fti_app",
+      "digital_twin_lp_manager_app",
+      "digital_twin_lp_manager_minio",
+      "digital_twin_lp_manager_postgres_leads",
+      "digital_twin_lp_manager_postgres_platform",
+      "digital_twin_lp_manager_redis",
+      "digital_twin_lp_manager_ui_control",
+      "digital_twin_lp_manager_worker",
+      "digital_twin_lp_onboarding_service",
+      "digital_twin_quotes_app",
+      "digital_twin_quotes_db",
+      "digital_twin_space_agent_ui",
+      "digital_twin_venus_rustdesk"
+    ],
+    "1": [
+      "digital_twin_agent_reach",
+      "digital_twin_bernados_app",
+      "digital_twin_jmap_proxy",
+      "digital_twin_omniroute",
+      "digital_twin_phoenix_onboarding",
+      "digital_twin_pve_host",
+      "digital_twin_ram_graph_general",
+      "digital_twin_ram_graph_sovereign"
+    ],
+    "2": [
+      "digital_twin_crawler19001210",
+      "digital_twin_db19001200",
+      "digital_twin_fc190",
+      "digital_twin_pve_venus",
+      "digital_twin_router190",
+      "digital_twin_rustdesk_www",
+      "digital_twin_web19001180"
+    ],
+    "3": [
+      "digital_twin_oauth2_proxy",
+      "digital_twin_traefik",
+      "digital_twin_traefik190_01",
+      "digital_twin_venus_traefik"
+    ],
+    "4": [
+      "digital_twin"
+    ]
+  },
+  "cohesion": {
+    "0": 0.13333333333333333,
+    "1": 0.25,
+    "2": 0.2857142857142857,
+    "3": 0.5,
+    "4": 1.0
+  },
+  "gods": [
+    {
+      "id": "digital_twin_venus_rustdesk",
+      "label": "Docker-Host: venus-rustdesk",
+      "degree": 15
+    },
+    {
+      "id": "digital_twin_pve_venus",
+      "label": "Node: pve-venus",
+      "degree": 7
+    },
+    {
+      "id": "digital_twin_pve_host",
+      "label": "Docker-Host: pve-host",
+      "degree": 7
+    },
+    {
+      "id": "digital_twin_venus_traefik",
+      "label": "Docker-Host: venus-traefik",
+      "degree": 3
+    },
+    {
+      "id": "digital_twin_traefik190_01",
+      "label": "VM 10190129: Traefik190-01",
+      "degree": 2
+    },
+    {
+      "id": "digital_twin_rustdesk_www",
+      "label": "VM 10190150: RustDesk-WWW",
+      "degree": 2
+    },
+    {
+      "id": "digital_twin_router190",
+      "label": "VM 10190100: Router190",
+      "degree": 1
+    },
+    {
+      "id": "digital_twin_fc190",
+      "label": "VM 10190130: fc190",
+      "degree": 1
+    },
+    {
+      "id": "digital_twin_db19001200",
+      "label": "LXC 10190120: db19001200",
+      "degree": 1
+    },
+    {
+      "id": "digital_twin_crawler19001210",
+      "label": "LXC 10190121: crawler19001210",
+      "degree": 1
+    }
+  ],
+  "surprises": [
+    {
+      "source": "Docker-Host: venus-rustdesk",
+      "target": "VM 10190150: RustDesk-WWW",
+      "source_files": [
+        "digital_twin.md",
+        "digital_twin.md"
+      ],
+      "confidence": "INFERRED",
+      "relation": "runs_on",
+      "note": "Bridges community 2 → community 0"
+    },
+    {
+      "source": "VM 10190129: Traefik190-01",
+      "target": "Node: pve-venus",
+      "source_files": [
+        "digital_twin.md",
+        "digital_twin.md"
+      ],
+      "confidence": "EXTRACTED",
+      "relation": "runs_on",
+      "note": "Bridges community 2 → community 3"
+    }
+  ],
+  "questions": [
+    {
+      "type": "bridge_node",
+      "question": "Why does `Docker-Host: venus-rustdesk` connect `Docker-Host: venus-rustdesk` to `Node: pve-venus`?",
+      "why": "High betweenness centrality (0.437) - this node is a cross-community bridge."
+    },
+    {
+      "type": "bridge_node",
+      "question": "Why does `Node: pve-venus` connect `Node: pve-venus` to `Docker-Host: venus-traefik`?",
+      "why": "High betweenness centrality (0.310) - this node is a cross-community bridge."
+    },
+    {
+      "type": "bridge_node",
+      "question": "Why does `VM 10190150: RustDesk-WWW` connect `Node: pve-venus` to `Docker-Host: venus-rustdesk`?",
+      "why": "High betweenness centrality (0.267) - this node is a cross-community bridge."
+    },
+    {
+      "type": "isolated_nodes",
+      "question": "What connects `Digitaler Zwilling: Proxmox & Docker Cluster-Topologie`, `VM 10190100: Router190`, `VM 10190130: fc190` to the rest of the system?",
+      "why": "29 weakly-connected nodes found - possible documentation gaps or missing edges."
+    },
+    {
+      "type": "low_cohesion",
+      "question": "Should `Docker-Host: venus-rustdesk` be split into smaller, more focused modules?",
+      "why": "Cohesion score 0.13333333333333333 - nodes in this community are weakly interconnected."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/state/graphify-out/.graphify_labels.json b/state/graphify-out/.graphify_labels.json
new file mode 100644
index 0000000..d0c815b
--- /dev/null
+++ b/state/graphify-out/.graphify_labels.json
@@ -0,0 +1 @@
+{"0": "Docker-Host: venus-rustdesk", "1": "Docker-Host: pve-host", "2": "Node: pve-venus", "3": "Docker-Host: venus-traefik", "4": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie"}
\ No newline at end of file
diff --git a/state/graphify-out/.graphify_labels.json.sig b/state/graphify-out/.graphify_labels.json.sig
new file mode 100644
index 0000000..eee583d
--- /dev/null
+++ b/state/graphify-out/.graphify_labels.json.sig
@@ -0,0 +1 @@
+{"0": "02d4b3e42c040002", "1": "30b3814779335f2f", "2": "f9fe4c149b0b3fe4", "3": "60296882db71693b", "4": "0d00146556ee1eaa"}
\ No newline at end of file
diff --git a/state/graphify-out/.graphify_root b/state/graphify-out/.graphify_root
new file mode 100644
index 0000000..fdcb001
--- /dev/null
+++ b/state/graphify-out/.graphify_root
@@ -0,0 +1 @@
+/Volumes/omv-150/MayaDO/Infrastruktur/agent-bootstrap/state
\ No newline at end of file
diff --git a/state/graphify-out/.graphify_semantic_marker b/state/graphify-out/.graphify_semantic_marker
new file mode 100644
index 0000000..788fdb0
--- /dev/null
+++ b/state/graphify-out/.graphify_semantic_marker
@@ -0,0 +1 @@
+{"output_tokens": 4768}
\ No newline at end of file
diff --git a/state/graphify-out/2026-08-08/.graphify_analysis.json b/state/graphify-out/2026-08-08/.graphify_analysis.json
new file mode 100644
index 0000000..0ef5f8d
--- /dev/null
+++ b/state/graphify-out/2026-08-08/.graphify_analysis.json
@@ -0,0 +1,159 @@
+{
+  "communities": {
+    "0": [
+      "digital_twin_dev_widget_nginx",
+      "digital_twin_forgejo",
+      "digital_twin_fti_app",
+      "digital_twin_lp_manager_app",
+      "digital_twin_lp_manager_minio",
+      "digital_twin_lp_manager_postgres_leads",
+      "digital_twin_lp_manager_postgres_platform",
+      "digital_twin_lp_manager_redis",
+      "digital_twin_lp_manager_ui_control",
+      "digital_twin_lp_manager_worker",
+      "digital_twin_lp_onboarding_service",
+      "digital_twin_quotes_app",
+      "digital_twin_quotes_db",
+      "digital_twin_space_agent_ui",
+      "digital_twin_venus_rustdesk"
+    ],
+    "1": [
+      "digital_twin_agent_reach",
+      "digital_twin_bernados_app",
+      "digital_twin_jmap_proxy",
+      "digital_twin_omniroute",
+      "digital_twin_phoenix_onboarding",
+      "digital_twin_pve_host",
+      "digital_twin_ram_graph_general",
+      "digital_twin_ram_graph_sovereign"
+    ],
+    "2": [
+      "digital_twin_crawler19001210",
+      "digital_twin_db19001200",
+      "digital_twin_fc190",
+      "digital_twin_pve_venus",
+      "digital_twin_router190",
+      "digital_twin_rustdesk_www",
+      "digital_twin_web19001180"
+    ],
+    "3": [
+      "digital_twin_oauth2_proxy",
+      "digital_twin_traefik",
+      "digital_twin_traefik190_01",
+      "digital_twin_venus_traefik"
+    ],
+    "4": [
+      "digital_twin"
+    ]
+  },
+  "cohesion": {
+    "0": 0.13333333333333333,
+    "1": 0.25,
+    "2": 0.2857142857142857,
+    "3": 0.5,
+    "4": 1.0
+  },
+  "gods": [
+    {
+      "id": "digital_twin_venus_rustdesk",
+      "label": "Docker-Host: venus-rustdesk",
+      "degree": 15
+    },
+    {
+      "id": "digital_twin_pve_venus",
+      "label": "Node: pve-venus",
+      "degree": 7
+    },
+    {
+      "id": "digital_twin_pve_host",
+      "label": "Docker-Host: pve-host",
+      "degree": 7
+    },
+    {
+      "id": "digital_twin_venus_traefik",
+      "label": "Docker-Host: venus-traefik",
+      "degree": 3
+    },
+    {
+      "id": "digital_twin_traefik190_01",
+      "label": "VM 10190129: Traefik190-01",
+      "degree": 2
+    },
+    {
+      "id": "digital_twin_rustdesk_www",
+      "label": "VM 10190150: RustDesk-WWW",
+      "degree": 2
+    },
+    {
+      "id": "digital_twin_router190",
+      "label": "VM 10190100: Router190",
+      "degree": 1
+    },
+    {
+      "id": "digital_twin_fc190",
+      "label": "VM 10190130: fc190",
+      "degree": 1
+    },
+    {
+      "id": "digital_twin_db19001200",
+      "label": "LXC 10190120: db19001200",
+      "degree": 1
+    },
+    {
+      "id": "digital_twin_crawler19001210",
+      "label": "LXC 10190121: crawler19001210",
+      "degree": 1
+    }
+  ],
+  "surprises": [
+    {
+      "source": "Docker-Host: venus-rustdesk",
+      "target": "VM 10190150: RustDesk-WWW",
+      "source_files": [
+        "digital_twin.md",
+        "digital_twin.md"
+      ],
+      "confidence": "INFERRED",
+      "relation": "runs_on",
+      "note": "Bridges community 2 → community 0"
+    },
+    {
+      "source": "VM 10190129: Traefik190-01",
+      "target": "Node: pve-venus",
+      "source_files": [
+        "digital_twin.md",
+        "digital_twin.md"
+      ],
+      "confidence": "EXTRACTED",
+      "relation": "runs_on",
+      "note": "Bridges community 2 → community 3"
+    }
+  ],
+  "questions": [
+    {
+      "type": "bridge_node",
+      "question": "Why does `Docker-Host: venus-rustdesk` connect `Docker-Host: venus-rustdesk` to `Node: pve-venus`?",
+      "why": "High betweenness centrality (0.437) - this node is a cross-community bridge."
+    },
+    {
+      "type": "bridge_node",
+      "question": "Why does `Node: pve-venus` connect `Node: pve-venus` to `Docker-Host: venus-traefik`?",
+      "why": "High betweenness centrality (0.310) - this node is a cross-community bridge."
+    },
+    {
+      "type": "bridge_node",
+      "question": "Why does `VM 10190150: RustDesk-WWW` connect `Node: pve-venus` to `Docker-Host: venus-rustdesk`?",
+      "why": "High betweenness centrality (0.267) - this node is a cross-community bridge."
+    },
+    {
+      "type": "isolated_nodes",
+      "question": "What connects `Digitaler Zwilling: Proxmox & Docker Cluster-Topologie`, `VM 10190100: Router190`, `VM 10190130: fc190` to the rest of the system?",
+      "why": "29 weakly-connected nodes found - possible documentation gaps or missing edges."
+    },
+    {
+      "type": "low_cohesion",
+      "question": "Should `Docker-Host: venus-rustdesk` be split into smaller, more focused modules?",
+      "why": "Cohesion score 0.13333333333333333 - nodes in this community are weakly interconnected."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/state/graphify-out/2026-08-08/.graphify_labels.json b/state/graphify-out/2026-08-08/.graphify_labels.json
new file mode 100644
index 0000000..d0c815b
--- /dev/null
+++ b/state/graphify-out/2026-08-08/.graphify_labels.json
@@ -0,0 +1 @@
+{"0": "Docker-Host: venus-rustdesk", "1": "Docker-Host: pve-host", "2": "Node: pve-venus", "3": "Docker-Host: venus-traefik", "4": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie"}
\ No newline at end of file
diff --git a/state/graphify-out/2026-08-08/.graphify_semantic_marker b/state/graphify-out/2026-08-08/.graphify_semantic_marker
new file mode 100644
index 0000000..788fdb0
--- /dev/null
+++ b/state/graphify-out/2026-08-08/.graphify_semantic_marker
@@ -0,0 +1 @@
+{"output_tokens": 4768}
\ No newline at end of file
diff --git a/state/graphify-out/2026-08-08/GRAPH_REPORT.md b/state/graphify-out/2026-08-08/GRAPH_REPORT.md
new file mode 100644
index 0000000..0e1a8a2
--- /dev/null
+++ b/state/graphify-out/2026-08-08/GRAPH_REPORT.md
@@ -0,0 +1,71 @@
+# Graph Report - /Volumes/omv-150/MayaDO/Infrastruktur/agent-bootstrap/state  (2026-08-08)
+
+## Corpus Check
+- cluster-only mode — file stats not available
+
+## Summary
+- 35 nodes · 32 edges · 5 communities (4 shown, 1 thin omitted)
+- Extraction: 94% EXTRACTED · 6% INFERRED · 0% AMBIGUOUS · INFERRED: 2 edges (avg confidence: 0.8)
+- Token cost: 0 input · 0 output
+
+## Community Hubs (Navigation)
+- Docker-Host: venus-rustdesk
+- Docker-Host: pve-host
+- Node: pve-venus
+- Docker-Host: venus-traefik
+- Digitaler Zwilling: Proxmox & Docker Cluster-Topologie
+
+## God Nodes (most connected - your core abstractions)
+1. `Docker-Host: venus-rustdesk` - 15 edges
+2. `Node: pve-venus` - 7 edges
+3. `Docker-Host: pve-host` - 7 edges
+4. `Docker-Host: venus-traefik` - 3 edges
+5. `VM 10190129: Traefik190-01` - 2 edges
+6. `VM 10190150: RustDesk-WWW` - 2 edges
+7. `VM 10190100: Router190` - 1 edges
+8. `VM 10190130: fc190` - 1 edges
+9. `LXC 10190120: db19001200` - 1 edges
+10. `LXC 10190121: crawler19001210` - 1 edges
+
+## Surprising Connections (you probably didn't know these)
+- `Docker-Host: venus-rustdesk` --runs_on--> `VM 10190150: RustDesk-WWW`  [INFERRED]
+  digital_twin.md → digital_twin.md  _Bridges community 2 → community 0_
+- `VM 10190129: Traefik190-01` --runs_on--> `Node: pve-venus`  [EXTRACTED]
+  digital_twin.md → digital_twin.md  _Bridges community 2 → community 3_
+
+## Communities (5 total, 1 thin omitted)
+
+### Community 0 - "Docker-Host: venus-rustdesk"
+Cohesion: 0.13
+Nodes (15): Container: dev-widget-nginx, Container: forgejo, Container: fti-app, Container: lp-manager-app, Container: lp-manager-minio, Container: lp-manager-postgres-leads, Container: lp-manager-postgres-platform, Container: lp-manager-redis (+7 more)
+
+### Community 1 - "Docker-Host: pve-host"
+Cohesion: 0.25
+Nodes (8): Container: agent-reach, Container: bernados_app, Container: jmap-proxy, Container: omniroute, Container: phoenix_onboarding, Docker-Host: pve-host, Container: ram_graph_general, Container: ram_graph_sovereign
+
+### Community 2 - "Node: pve-venus"
+Cohesion: 0.29
+Nodes (7): LXC 10190121: crawler19001210, LXC 10190120: db19001200, VM 10190130: fc190, Node: pve-venus, VM 10190100: Router190, VM 10190150: RustDesk-WWW, LXC 10190180: web19001180
+
+### Community 3 - "Docker-Host: venus-traefik"
+Cohesion: 0.50
+Nodes (4): Container: oauth2-proxy, Container: traefik, VM 10190129: Traefik190-01, Docker-Host: venus-traefik
+
+## Knowledge Gaps
+- **29 isolated node(s):** `Digitaler Zwilling: Proxmox & Docker Cluster-Topologie`, `VM 10190100: Router190`, `VM 10190130: fc190`, `LXC 10190120: db19001200`, `LXC 10190121: crawler19001210` (+24 more)
+  These have ≤1 connection - possible missing edges or undocumented components.
+- **1 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
+
+## Suggested Questions
+_Questions this graph is uniquely positioned to answer:_
+
+- **Why does `Docker-Host: venus-rustdesk` connect `Docker-Host: venus-rustdesk` to `Node: pve-venus`?**
+  _High betweenness centrality (0.437) - this node is a cross-community bridge._
+- **Why does `Node: pve-venus` connect `Node: pve-venus` to `Docker-Host: venus-traefik`?**
+  _High betweenness centrality (0.310) - this node is a cross-community bridge._
+- **Why does `VM 10190150: RustDesk-WWW` connect `Node: pve-venus` to `Docker-Host: venus-rustdesk`?**
+  _High betweenness centrality (0.267) - this node is a cross-community bridge._
+- **What connects `Digitaler Zwilling: Proxmox & Docker Cluster-Topologie`, `VM 10190100: Router190`, `VM 10190130: fc190` to the rest of the system?**
+  _29 weakly-connected nodes found - possible documentation gaps or missing edges._
+- **Should `Docker-Host: venus-rustdesk` be split into smaller, more focused modules?**
+  _Cohesion score 0.13333333333333333 - nodes in this community are weakly interconnected._
\ No newline at end of file
diff --git a/state/graphify-out/2026-08-08/graph.json b/state/graphify-out/2026-08-08/graph.json
new file mode 100644
index 0000000..ceef36b
--- /dev/null
+++ b/state/graphify-out/2026-08-08/graph.json
@@ -0,0 +1,616 @@
+{
+  "directed": false,
+  "multigraph": false,
+  "graph": {},
+  "nodes": [
+    {
+      "label": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie",
+      "file_type": "document",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 4,
+      "norm_label": "digitaler zwilling: proxmox & docker cluster-topologie",
+      "id": "digital_twin",
+      "community_name": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie"
+    },
+    {
+      "label": "Node: pve-venus",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "node: pve-venus",
+      "id": "digital_twin_pve_venus",
+      "community_name": "Node: pve-venus"
+    },
+    {
+      "label": "VM 10190100: Router190",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "vm 10190100: router190",
+      "id": "digital_twin_router190",
+      "community_name": "Node: pve-venus"
+    },
+    {
+      "label": "VM 10190129: Traefik190-01",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "vm 10190129: traefik190-01",
+      "id": "digital_twin_traefik190_01",
+      "community_name": "Docker-Host: venus-traefik"
+    },
+    {
+      "label": "VM 10190130: fc190",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "vm 10190130: fc190",
+      "id": "digital_twin_fc190",
+      "community_name": "Node: pve-venus"
+    },
+    {
+      "label": "VM 10190150: RustDesk-WWW",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "vm 10190150: rustdesk-www",
+      "id": "digital_twin_rustdesk_www",
+      "community_name": "Node: pve-venus"
+    },
+    {
+      "label": "LXC 10190120: db19001200",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "lxc 10190120: db19001200",
+      "id": "digital_twin_db19001200",
+      "community_name": "Node: pve-venus"
+    },
+    {
+      "label": "LXC 10190121: crawler19001210",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "lxc 10190121: crawler19001210",
+      "id": "digital_twin_crawler19001210",
+      "community_name": "Node: pve-venus"
+    },
+    {
+      "label": "LXC 10190180: web19001180",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "lxc 10190180: web19001180",
+      "id": "digital_twin_web19001180",
+      "community_name": "Node: pve-venus"
+    },
+    {
+      "label": "Docker-Host: pve-host",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "docker-host: pve-host",
+      "id": "digital_twin_pve_host",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Container: jmap-proxy",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: jmap-proxy",
+      "id": "digital_twin_jmap_proxy",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Container: agent-reach",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: agent-reach",
+      "id": "digital_twin_agent_reach",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Container: omniroute",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: omniroute",
+      "id": "digital_twin_omniroute",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Container: phoenix_onboarding",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: phoenix_onboarding",
+      "id": "digital_twin_phoenix_onboarding",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Container: ram_graph_general",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: ram_graph_general",
+      "id": "digital_twin_ram_graph_general",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Container: ram_graph_sovereign",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: ram_graph_sovereign",
+      "id": "digital_twin_ram_graph_sovereign",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Container: bernados_app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: bernados_app",
+      "id": "digital_twin_bernados_app",
+      "community_name": "Docker-Host: pve-host"
+    },
+    {
+      "label": "Docker-Host: venus-traefik",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "docker-host: venus-traefik",
+      "id": "digital_twin_venus_traefik",
+      "community_name": "Docker-Host: venus-traefik"
+    },
+    {
+      "label": "Container: traefik",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "container: traefik",
+      "id": "digital_twin_traefik",
+      "community_name": "Docker-Host: venus-traefik"
+    },
+    {
+      "label": "Container: oauth2-proxy",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "container: oauth2-proxy",
+      "id": "digital_twin_oauth2_proxy",
+      "community_name": "Docker-Host: venus-traefik"
+    },
+    {
+      "label": "Docker-Host: venus-rustdesk",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "docker-host: venus-rustdesk",
+      "id": "digital_twin_venus_rustdesk",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-worker",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-worker",
+      "id": "digital_twin_lp_manager_worker",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-app",
+      "id": "digital_twin_lp_manager_app",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-onboarding-service",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-onboarding-service",
+      "id": "digital_twin_lp_onboarding_service",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: dev-widget-nginx",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: dev-widget-nginx",
+      "id": "digital_twin_dev_widget_nginx",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-ui-control",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-ui-control",
+      "id": "digital_twin_lp_manager_ui_control",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-postgres-leads",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-postgres-leads",
+      "id": "digital_twin_lp_manager_postgres_leads",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-postgres-platform",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-postgres-platform",
+      "id": "digital_twin_lp_manager_postgres_platform",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-minio",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-minio",
+      "id": "digital_twin_lp_manager_minio",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: forgejo",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: forgejo",
+      "id": "digital_twin_forgejo",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: space-agent-ui",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: space-agent-ui",
+      "id": "digital_twin_space_agent_ui",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-redis",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-redis",
+      "id": "digital_twin_lp_manager_redis",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: quotes-app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: quotes-app",
+      "id": "digital_twin_quotes_app",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: quotes-db",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: quotes-db",
+      "id": "digital_twin_quotes_db",
+      "community_name": "Docker-Host: venus-rustdesk"
+    },
+    {
+      "label": "Container: fti-app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: fti-app",
+      "id": "digital_twin_fti_app",
+      "community_name": "Docker-Host: venus-rustdesk"
+    }
+  ],
+  "links": [
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_crawler19001210",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_db19001200",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_fc190",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_router190",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_rustdesk_www",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_traefik190_01",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_web19001180",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "INFERRED",
+      "confidence_score": 0.8,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_venus_traefik",
+      "target": "digital_twin_traefik190_01"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "INFERRED",
+      "confidence_score": 0.8,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_venus_rustdesk",
+      "target": "digital_twin_rustdesk_www"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_agent_reach",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_bernados_app",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_jmap_proxy",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_omniroute",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_phoenix_onboarding",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_ram_graph_general",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_ram_graph_sovereign",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_oauth2_proxy",
+      "target": "digital_twin_venus_traefik"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_traefik",
+      "target": "digital_twin_venus_traefik"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_dev_widget_nginx",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_forgejo",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_fti_app",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_app",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_minio",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_postgres_leads",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_postgres_platform",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_redis",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_ui_control",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_worker",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_onboarding_service",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_quotes_app",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_quotes_db",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_space_agent_ui",
+      "target": "digital_twin_venus_rustdesk"
+    }
+  ],
+  "hyperedges": []
+}
\ No newline at end of file
diff --git a/state/graphify-out/2026-08-08/manifest.json b/state/graphify-out/2026-08-08/manifest.json
new file mode 100644
index 0000000..360407b
--- /dev/null
+++ b/state/graphify-out/2026-08-08/manifest.json
@@ -0,0 +1,7 @@
+{
+  "digital_twin.md": {
+    "mtime": 1786179392.3292885,
+    "ast_hash": "4cabb774622ad1285edd64b7ec788db3",
+    "semantic_hash": "4cabb774622ad1285edd64b7ec788db3"
+  }
+}
\ No newline at end of file
diff --git a/state/graphify-out/GRAPH_REPORT.md b/state/graphify-out/GRAPH_REPORT.md
new file mode 100644
index 0000000..0e1a8a2
--- /dev/null
+++ b/state/graphify-out/GRAPH_REPORT.md
@@ -0,0 +1,71 @@
+# Graph Report - /Volumes/omv-150/MayaDO/Infrastruktur/agent-bootstrap/state  (2026-08-08)
+
+## Corpus Check
+- cluster-only mode — file stats not available
+
+## Summary
+- 35 nodes · 32 edges · 5 communities (4 shown, 1 thin omitted)
+- Extraction: 94% EXTRACTED · 6% INFERRED · 0% AMBIGUOUS · INFERRED: 2 edges (avg confidence: 0.8)
+- Token cost: 0 input · 0 output
+
+## Community Hubs (Navigation)
+- Docker-Host: venus-rustdesk
+- Docker-Host: pve-host
+- Node: pve-venus
+- Docker-Host: venus-traefik
+- Digitaler Zwilling: Proxmox & Docker Cluster-Topologie
+
+## God Nodes (most connected - your core abstractions)
+1. `Docker-Host: venus-rustdesk` - 15 edges
+2. `Node: pve-venus` - 7 edges
+3. `Docker-Host: pve-host` - 7 edges
+4. `Docker-Host: venus-traefik` - 3 edges
+5. `VM 10190129: Traefik190-01` - 2 edges
+6. `VM 10190150: RustDesk-WWW` - 2 edges
+7. `VM 10190100: Router190` - 1 edges
+8. `VM 10190130: fc190` - 1 edges
+9. `LXC 10190120: db19001200` - 1 edges
+10. `LXC 10190121: crawler19001210` - 1 edges
+
+## Surprising Connections (you probably didn't know these)
+- `Docker-Host: venus-rustdesk` --runs_on--> `VM 10190150: RustDesk-WWW`  [INFERRED]
+  digital_twin.md → digital_twin.md  _Bridges community 2 → community 0_
+- `VM 10190129: Traefik190-01` --runs_on--> `Node: pve-venus`  [EXTRACTED]
+  digital_twin.md → digital_twin.md  _Bridges community 2 → community 3_
+
+## Communities (5 total, 1 thin omitted)
+
+### Community 0 - "Docker-Host: venus-rustdesk"
+Cohesion: 0.13
+Nodes (15): Container: dev-widget-nginx, Container: forgejo, Container: fti-app, Container: lp-manager-app, Container: lp-manager-minio, Container: lp-manager-postgres-leads, Container: lp-manager-postgres-platform, Container: lp-manager-redis (+7 more)
+
+### Community 1 - "Docker-Host: pve-host"
+Cohesion: 0.25
+Nodes (8): Container: agent-reach, Container: bernados_app, Container: jmap-proxy, Container: omniroute, Container: phoenix_onboarding, Docker-Host: pve-host, Container: ram_graph_general, Container: ram_graph_sovereign
+
+### Community 2 - "Node: pve-venus"
+Cohesion: 0.29
+Nodes (7): LXC 10190121: crawler19001210, LXC 10190120: db19001200, VM 10190130: fc190, Node: pve-venus, VM 10190100: Router190, VM 10190150: RustDesk-WWW, LXC 10190180: web19001180
+
+### Community 3 - "Docker-Host: venus-traefik"
+Cohesion: 0.50
+Nodes (4): Container: oauth2-proxy, Container: traefik, VM 10190129: Traefik190-01, Docker-Host: venus-traefik
+
+## Knowledge Gaps
+- **29 isolated node(s):** `Digitaler Zwilling: Proxmox & Docker Cluster-Topologie`, `VM 10190100: Router190`, `VM 10190130: fc190`, `LXC 10190120: db19001200`, `LXC 10190121: crawler19001210` (+24 more)
+  These have ≤1 connection - possible missing edges or undocumented components.
+- **1 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
+
+## Suggested Questions
+_Questions this graph is uniquely positioned to answer:_
+
+- **Why does `Docker-Host: venus-rustdesk` connect `Docker-Host: venus-rustdesk` to `Node: pve-venus`?**
+  _High betweenness centrality (0.437) - this node is a cross-community bridge._
+- **Why does `Node: pve-venus` connect `Node: pve-venus` to `Docker-Host: venus-traefik`?**
+  _High betweenness centrality (0.310) - this node is a cross-community bridge._
+- **Why does `VM 10190150: RustDesk-WWW` connect `Node: pve-venus` to `Docker-Host: venus-rustdesk`?**
+  _High betweenness centrality (0.267) - this node is a cross-community bridge._
+- **What connects `Digitaler Zwilling: Proxmox & Docker Cluster-Topologie`, `VM 10190100: Router190`, `VM 10190130: fc190` to the rest of the system?**
+  _29 weakly-connected nodes found - possible documentation gaps or missing edges._
+- **Should `Docker-Host: venus-rustdesk` be split into smaller, more focused modules?**
+  _Cohesion score 0.13333333333333333 - nodes in this community are weakly interconnected._
\ No newline at end of file
diff --git a/state/graphify-out/cache/semantic/pf33081f95084/f266a8238c8a2bd9f2559c4374e13e9910385c9dda6eaed985d0d769f23d3e32.json b/state/graphify-out/cache/semantic/pf33081f95084/f266a8238c8a2bd9f2559c4374e13e9910385c9dda6eaed985d0d769f23d3e32.json
new file mode 100644
index 0000000..a217545
--- /dev/null
+++ b/state/graphify-out/cache/semantic/pf33081f95084/f266a8238c8a2bd9f2559c4374e13e9910385c9dda6eaed985d0d769f23d3e32.json
@@ -0,0 +1 @@
+{"nodes": [{"id": "digital_twin", "label": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie", "file_type": "document", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_pve_venus", "label": "Node: pve-venus", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_router190", "label": "VM 10190100: Router190", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_traefik190_01", "label": "VM 10190129: Traefik190-01", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_fc190", "label": "VM 10190130: fc190", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_rustdesk_www", "label": "VM 10190150: RustDesk-WWW", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_db19001200", "label": "LXC 10190120: db19001200", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_crawler19001210", "label": "LXC 10190121: crawler19001210", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_web19001180", "label": "LXC 10190180: web19001180", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_pve_host", "label": "Docker-Host: pve-host", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_jmap_proxy", "label": "Container: jmap-proxy", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_agent_reach", "label": "Container: agent-reach", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_omniroute", "label": "Container: omniroute", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_phoenix_onboarding", "label": "Container: phoenix_onboarding", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_ram_graph_general", "label": "Container: ram_graph_general", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_ram_graph_sovereign", "label": "Container: ram_graph_sovereign", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_bernados_app", "label": "Container: bernados_app", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_venus_traefik", "label": "Docker-Host: venus-traefik", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_traefik", "label": "Container: traefik", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_oauth2_proxy", "label": "Container: oauth2-proxy", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_venus_rustdesk", "label": "Docker-Host: venus-rustdesk", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_manager_worker", "label": "Container: lp-manager-worker", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_manager_app", "label": "Container: lp-manager-app", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_onboarding_service", "label": "Container: lp-onboarding-service", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_dev_widget_nginx", "label": "Container: dev-widget-nginx", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_manager_ui_control", "label": "Container: lp-manager-ui-control", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_manager_postgres_leads", "label": "Container: lp-manager-postgres-leads", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_manager_postgres_platform", "label": "Container: lp-manager-postgres-platform", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_manager_minio", "label": "Container: lp-manager-minio", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_forgejo", "label": "Container: forgejo", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_space_agent_ui", "label": "Container: space-agent-ui", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_lp_manager_redis", "label": "Container: lp-manager-redis", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_quotes_app", "label": "Container: quotes-app", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_quotes_db", "label": "Container: quotes-db", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_quotes_cache", "label": "Container: quotes-cache", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}, {"id": "digital_twin_fti_app", "label": "Container: fti-app", "file_type": "concept", "source_file": "digital_twin.md", "source_location": null}], "edges": [], "hyperedges": []}
\ No newline at end of file
diff --git a/state/graphify-out/cache/stat-index.json b/state/graphify-out/cache/stat-index.json
new file mode 100644
index 0000000..2b73dde
--- /dev/null
+++ b/state/graphify-out/cache/stat-index.json
@@ -0,0 +1 @@
+{"/Volumes/omv-150/MayaDO/Infrastruktur/agent-bootstrap/state/digital_twin.json":{"size":7633,"mtime_ns":1786179201467079100,"word_count":543,"hashes":{"digital_twin.json":"8f1c2341282db81db16bb3583628767c910ae57a3110a9d5be42e557fbffc84b"}},"/Volumes/omv-150/MayaDO/Infrastruktur/agent-bootstrap/state/digital_twin.md":{"size":6017,"mtime_ns":1786179392329288600,"word_count":649,"hashes":{"digital_twin.md":"f266a8238c8a2bd9f2559c4374e13e9910385c9dda6eaed985d0d769f23d3e32"}}}
\ No newline at end of file
diff --git a/state/graphify-out/graph.html b/state/graphify-out/graph.html
new file mode 100644
index 0000000..c6e824c
--- /dev/null
+++ b/state/graphify-out/graph.html
@@ -0,0 +1,320 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<title>graphify - /Volumes/omv-150/MayaDO/Infrastruktur/agent-bootstrap/state/graphify-out/graph.html</title>
+<script src="https://unpkg.com/vis-network@9.1.6/standalone/umd/vis-network.min.js"
+        integrity="sha384-Ux6phic9PEHJ38YtrijhkzyJ8yQlH8i/+buBR8s3mAZOJrP1gwyvAcIYl3GWtpX1"
+        crossorigin="anonymous"></script>
+<style>
+  * { box-sizing: border-box; margin: 0; padding: 0; }
+  body { background: #0f0f1a; color: #e0e0e0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif; display: flex; height: 100vh; overflow: hidden; }
+  #graph { flex: 1; }
+  #sidebar { width: 280px; background: #1a1a2e; border-left: 1px solid #2a2a4e; display: flex; flex-direction: column; overflow: hidden; }
+  #search-wrap { padding: 12px; border-bottom: 1px solid #2a2a4e; }
+  #search { width: 100%; background: #0f0f1a; border: 1px solid #3a3a5e; color: #e0e0e0; padding: 7px 10px; border-radius: 6px; font-size: 13px; outline: none; }
+  #search:focus { border-color: #4E79A7; }
+  #search-results { max-height: 140px; overflow-y: auto; padding: 4px 12px; border-bottom: 1px solid #2a2a4e; display: none; }
+  .search-item { padding: 4px 6px; cursor: pointer; border-radius: 4px; font-size: 12px; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; }
+  .search-item:hover { background: #2a2a4e; }
+  #info-panel { padding: 14px; border-bottom: 1px solid #2a2a4e; min-height: 140px; }
+  #info-panel h3 { font-size: 13px; color: #aaa; margin-bottom: 8px; text-transform: uppercase; letter-spacing: 0.05em; }
+  #info-content { font-size: 13px; color: #ccc; line-height: 1.6; }
+  #info-content .field { margin-bottom: 5px; }
+  #info-content .field b { color: #e0e0e0; }
+  #info-content .empty { color: #555; font-style: italic; }
+  .neighbor-link { display: block; padding: 2px 6px; margin: 2px 0; border-radius: 3px; cursor: pointer; font-size: 12px; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; border-left: 3px solid #333; }
+  .neighbor-link:hover { background: #2a2a4e; }
+  #neighbors-list { max-height: 160px; overflow-y: auto; margin-top: 4px; }
+  #legend-wrap { flex: 1; overflow-y: auto; padding: 12px; }
+  #legend-wrap h3 { font-size: 13px; color: #aaa; margin-bottom: 10px; text-transform: uppercase; letter-spacing: 0.05em; }
+  .legend-item { display: flex; align-items: center; gap: 8px; padding: 4px 0; cursor: pointer; border-radius: 4px; font-size: 12px; }
+  .legend-item:hover { background: #2a2a4e; padding-left: 4px; }
+  .legend-item.dimmed { opacity: 0.35; }
+  .legend-dot { width: 12px; height: 12px; border-radius: 50%; flex-shrink: 0; }
+  .legend-label { flex: 1; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+  .legend-count { color: #666; font-size: 11px; }
+  #stats { padding: 10px 14px; border-top: 1px solid #2a2a4e; font-size: 11px; color: #555; }
+  #legend-controls { display: flex; align-items: center; gap: 8px; margin-bottom: 8px; padding: 4px 0; }
+  #legend-controls label { display: flex; align-items: center; gap: 6px; cursor: pointer; font-size: 12px; color: #aaa; user-select: none; }
+  #legend-controls label:hover { color: #e0e0e0; }
+  .legend-cb, #select-all-cb { appearance: none; -webkit-appearance: none; width: 14px; height: 14px; border: 1.5px solid #3a3a5e; border-radius: 3px; background: #0f0f1a; cursor: pointer; position: relative; flex-shrink: 0; }
+  .legend-cb:checked, #select-all-cb:checked { background: #4E79A7; border-color: #4E79A7; }
+  .legend-cb:checked::after, #select-all-cb:checked::after { content: ''; position: absolute; left: 3.5px; top: 1px; width: 4px; height: 7px; border: solid #fff; border-width: 0 2px 2px 0; transform: rotate(45deg); }
+  #select-all-cb:indeterminate { background: #4E79A7; border-color: #4E79A7; }
+  #select-all-cb:indeterminate::after { content: ''; position: absolute; left: 2px; top: 5px; width: 8px; height: 2px; background: #fff; border: none; transform: none; }
+</style>
+</head>
+<body>
+<div id="graph"></div>
+<div id="sidebar">
+  <div id="search-wrap">
+    <input id="search" type="text" placeholder="Search nodes..." autocomplete="off">
+    <div id="search-results"></div>
+  </div>
+  <div id="info-panel">
+    <h3>Node Info</h3>
+    <div id="info-content"><span class="empty">Click a node to inspect it</span></div>
+  </div>
+  <div id="legend-wrap">
+    <h3>Communities</h3>
+    <div id="legend-controls">
+      <label><input type="checkbox" id="select-all-cb" checked onchange="toggleAllCommunities(!this.checked)">Select All</label>
+    </div>
+    <div id="legend"></div>
+  </div>
+  <div id="stats">35 nodes &middot; 32 edges &middot; 5 communities</div>
+</div>
+<script>
+const RAW_NODES = [{"id": "digital_twin", "label": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Digitaler Zwilling: Proxmox &amp; Docker Cluster-Topologie", "community": 4, "community_name": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie", "source_file": "digital_twin.md", "file_type": "document", "degree": 0}, {"id": "digital_twin_pve_venus", "label": "Node: pve-venus", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 24.0, "font": {"size": 12, "color": "#ffffff"}, "title": "Node: pve-venus", "community": 2, "community_name": "Node: pve-venus", "source_file": "digital_twin.md", "file_type": "concept", "degree": 7}, {"id": "digital_twin_router190", "label": "VM 10190100: Router190", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "VM 10190100: Router190", "community": 2, "community_name": "Node: pve-venus", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_traefik190_01", "label": "VM 10190129: Traefik190-01", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 14.0, "font": {"size": 0, "color": "#ffffff"}, "title": "VM 10190129: Traefik190-01", "community": 3, "community_name": "Docker-Host: venus-traefik", "source_file": "digital_twin.md", "file_type": "concept", "degree": 2}, {"id": "digital_twin_fc190", "label": "VM 10190130: fc190", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "VM 10190130: fc190", "community": 2, "community_name": "Node: pve-venus", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_rustdesk_www", "label": "VM 10190150: RustDesk-WWW", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 14.0, "font": {"size": 0, "color": "#ffffff"}, "title": "VM 10190150: RustDesk-WWW", "community": 2, "community_name": "Node: pve-venus", "source_file": "digital_twin.md", "file_type": "concept", "degree": 2}, {"id": "digital_twin_db19001200", "label": "LXC 10190120: db19001200", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "LXC 10190120: db19001200", "community": 2, "community_name": "Node: pve-venus", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_crawler19001210", "label": "LXC 10190121: crawler19001210", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "LXC 10190121: crawler19001210", "community": 2, "community_name": "Node: pve-venus", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_web19001180", "label": "LXC 10190180: web19001180", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "LXC 10190180: web19001180", "community": 2, "community_name": "Node: pve-venus", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_pve_host", "label": "Docker-Host: pve-host", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 24.0, "font": {"size": 12, "color": "#ffffff"}, "title": "Docker-Host: pve-host", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 7}, {"id": "digital_twin_jmap_proxy", "label": "Container: jmap-proxy", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: jmap-proxy", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_agent_reach", "label": "Container: agent-reach", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: agent-reach", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_omniroute", "label": "Container: omniroute", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: omniroute", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_phoenix_onboarding", "label": "Container: phoenix_onboarding", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: phoenix_onboarding", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_ram_graph_general", "label": "Container: ram_graph_general", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: ram_graph_general", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_ram_graph_sovereign", "label": "Container: ram_graph_sovereign", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: ram_graph_sovereign", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_bernados_app", "label": "Container: bernados_app", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: bernados_app", "community": 1, "community_name": "Docker-Host: pve-host", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_venus_traefik", "label": "Docker-Host: venus-traefik", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 16.0, "font": {"size": 12, "color": "#ffffff"}, "title": "Docker-Host: venus-traefik", "community": 3, "community_name": "Docker-Host: venus-traefik", "source_file": "digital_twin.md", "file_type": "concept", "degree": 3}, {"id": "digital_twin_traefik", "label": "Container: traefik", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: traefik", "community": 3, "community_name": "Docker-Host: venus-traefik", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_oauth2_proxy", "label": "Container: oauth2-proxy", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: oauth2-proxy", "community": 3, "community_name": "Docker-Host: venus-traefik", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_venus_rustdesk", "label": "Docker-Host: venus-rustdesk", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 40.0, "font": {"size": 12, "color": "#ffffff"}, "title": "Docker-Host: venus-rustdesk", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 15}, {"id": "digital_twin_lp_manager_worker", "label": "Container: lp-manager-worker", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-manager-worker", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_lp_manager_app", "label": "Container: lp-manager-app", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-manager-app", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_lp_onboarding_service", "label": "Container: lp-onboarding-service", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-onboarding-service", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_dev_widget_nginx", "label": "Container: dev-widget-nginx", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: dev-widget-nginx", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_lp_manager_ui_control", "label": "Container: lp-manager-ui-control", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-manager-ui-control", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_lp_manager_postgres_leads", "label": "Container: lp-manager-postgres-leads", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-manager-postgres-leads", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_lp_manager_postgres_platform", "label": "Container: lp-manager-postgres-platform", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-manager-postgres-platform", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_lp_manager_minio", "label": "Container: lp-manager-minio", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-manager-minio", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_forgejo", "label": "Container: forgejo", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: forgejo", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_space_agent_ui", "label": "Container: space-agent-ui", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: space-agent-ui", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_lp_manager_redis", "label": "Container: lp-manager-redis", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: lp-manager-redis", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_quotes_app", "label": "Container: quotes-app", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: quotes-app", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_quotes_db", "label": "Container: quotes-db", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: quotes-db", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}, {"id": "digital_twin_fti_app", "label": "Container: fti-app", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Container: fti-app", "community": 0, "community_name": "Docker-Host: venus-rustdesk", "source_file": "digital_twin.md", "file_type": "concept", "degree": 1}];
+const RAW_EDGES = [{"from": "digital_twin_crawler19001210", "to": "digital_twin_pve_venus", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_db19001200", "to": "digital_twin_pve_venus", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_fc190", "to": "digital_twin_pve_venus", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_router190", "to": "digital_twin_pve_venus", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_rustdesk_www", "to": "digital_twin_pve_venus", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_traefik190_01", "to": "digital_twin_pve_venus", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_web19001180", "to": "digital_twin_pve_venus", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_venus_traefik", "to": "digital_twin_traefik190_01", "label": "runs_on", "title": "runs_on [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "digital_twin_venus_rustdesk", "to": "digital_twin_rustdesk_www", "label": "runs_on", "title": "runs_on [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "digital_twin_agent_reach", "to": "digital_twin_pve_host", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_bernados_app", "to": "digital_twin_pve_host", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_jmap_proxy", "to": "digital_twin_pve_host", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_omniroute", "to": "digital_twin_pve_host", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_phoenix_onboarding", "to": "digital_twin_pve_host", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_ram_graph_general", "to": "digital_twin_pve_host", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_ram_graph_sovereign", "to": "digital_twin_pve_host", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_oauth2_proxy", "to": "digital_twin_venus_traefik", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_traefik", "to": "digital_twin_venus_traefik", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_dev_widget_nginx", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_forgejo", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_fti_app", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_manager_app", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_manager_minio", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_manager_postgres_leads", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_manager_postgres_platform", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_manager_redis", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_manager_ui_control", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_manager_worker", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_lp_onboarding_service", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_quotes_app", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_quotes_db", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "digital_twin_space_agent_ui", "to": "digital_twin_venus_rustdesk", "label": "runs_on", "title": "runs_on [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}];
+const LEGEND = [{"cid": 0, "color": "#4E79A7", "label": "Docker-Host: venus-rustdesk", "count": 15}, {"cid": 1, "color": "#F28E2B", "label": "Docker-Host: pve-host", "count": 8}, {"cid": 2, "color": "#E15759", "label": "Node: pve-venus", "count": 7}, {"cid": 3, "color": "#76B7B2", "label": "Docker-Host: venus-traefik", "count": 4}, {"cid": 4, "color": "#59A14F", "label": "Digitaler Zwilling: Proxmox &amp; Docker Cluster-Topologie", "count": 1}];
+
+// HTML-escape helper — prevents XSS when injecting graph data into innerHTML
+function esc(s) {
+  return String(s).replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;').replace(/"/g,'&quot;').replace(/'/g,'&#39;');
+}
+
+// Build vis datasets
+const nodesDS = new vis.DataSet(RAW_NODES.map(n => ({
+  id: n.id, label: n.label, color: n.color, size: n.size,
+  font: n.font, title: n.title,
+  _community: n.community, _community_name: n.community_name,
+  _source_file: n.source_file, _file_type: n.file_type, _degree: n.degree,
+})));
+
+const edgesDS = new vis.DataSet(RAW_EDGES.map((e, i) => ({
+  id: i, from: e.from, to: e.to,
+  label: '',
+  title: e.title,
+  dashes: e.dashes,
+  width: e.width,
+  color: e.color,
+  arrows: { to: { enabled: true, scaleFactor: 0.5 } },
+})));
+
+const container = document.getElementById('graph');
+const network = new vis.Network(container, { nodes: nodesDS, edges: edgesDS }, {
+  physics: {
+    enabled: true,
+    solver: 'forceAtlas2Based',
+    forceAtlas2Based: {
+      gravitationalConstant: -60,
+      centralGravity: 0.005,
+      springLength: 120,
+      springConstant: 0.08,
+      damping: 0.4,
+      avoidOverlap: 0.8,
+    },
+    stabilization: { iterations: 200, fit: true },
+  },
+  interaction: {
+    hover: true,
+    tooltipDelay: 100,
+    hideEdgesOnDrag: true,
+    navigationButtons: false,
+    keyboard: false,
+  },
+  nodes: { shape: 'dot', borderWidth: 1.5 },
+  edges: { smooth: { type: 'continuous', roundness: 0.2 }, selectionWidth: 3 },
+});
+
+network.once('stabilizationIterationsDone', () => {
+  network.setOptions({ physics: { enabled: false } });
+});
+
+function showInfo(nodeId) {
+  const n = nodesDS.get(nodeId);
+  if (!n) return;
+  const neighborIds = network.getConnectedNodes(nodeId);
+  const neighborItems = neighborIds.map(nid => {
+    const nb = nodesDS.get(nid);
+    const color = nb ? nb.color.background : '#555';
+    return `<span class="neighbor-link" style="border-left-color:${esc(color)}" data-nid="${esc(nid)}">${esc(nb ? nb.label : nid)}</span>`;
+  }).join('');
+  document.getElementById('info-content').innerHTML = `
+    <div class="field"><b>${esc(n.label)}</b></div>
+    <div class="field">Type: ${esc(n._file_type || 'unknown')}</div>
+    <div class="field">Community: ${esc(n._community_name)}</div>
+    <div class="field">Source: ${esc(n._source_file || '-')}</div>
+    <div class="field">Degree: ${n._degree}</div>
+    ${neighborIds.length ? `<div class="field" style="margin-top:8px;color:#aaa;font-size:11px">Neighbors (${neighborIds.length})</div><div id="neighbors-list">${neighborItems}</div>` : ''}
+  `;
+}
+
+function focusNode(nodeId) {
+  network.focus(nodeId, { scale: 1.4, animation: true });
+  network.selectNodes([nodeId]);
+  showInfo(nodeId);
+}
+
+// Neighbor links use a data attribute + one delegated listener rather than an
+// inline onclick. A node id/label sourced from a document or a scraped URL
+// (graphify add) can contain a double-quote; dropping the stringified id
+// unescaped into a quoted onclick both broke every link and allowed a hostile
+// source to inject an event handler into the local report (stored XSS, #1838).
+// esc() on data-nid keeps the value inside the attribute; the listener reads it
+// back verbatim. Bound to document so it survives the innerHTML rebuild that
+// recreates #neighbors-list on each showInfo().
+document.addEventListener('click', e => {
+  const el = e.target.closest('.neighbor-link');
+  if (el && el.dataset.nid !== undefined) focusNode(el.dataset.nid);
+});
+
+// Track hovered node — hover detection is more reliable than click params
+let hoveredNodeId = null;
+network.on('hoverNode', params => {
+  hoveredNodeId = params.node;
+  container.style.cursor = 'pointer';
+});
+network.on('blurNode', () => {
+  hoveredNodeId = null;
+  container.style.cursor = 'default';
+});
+container.addEventListener('click', () => {
+  if (hoveredNodeId !== null) {
+    showInfo(hoveredNodeId);
+    network.selectNodes([hoveredNodeId]);
+  }
+});
+network.on('click', params => {
+  if (params.nodes.length > 0) {
+    showInfo(params.nodes[0]);
+  } else if (hoveredNodeId === null) {
+    document.getElementById('info-content').innerHTML = '<span class="empty">Click a node to inspect it</span>';
+  }
+});
+
+const searchInput = document.getElementById('search');
+const searchResults = document.getElementById('search-results');
+searchInput.addEventListener('input', () => {
+  const q = searchInput.value.toLowerCase().trim();
+  searchResults.innerHTML = '';
+  if (!q) { searchResults.style.display = 'none'; return; }
+  const matches = RAW_NODES.filter(n => n.label.toLowerCase().includes(q)).slice(0, 20);
+  if (!matches.length) { searchResults.style.display = 'none'; return; }
+  searchResults.style.display = 'block';
+  matches.forEach(n => {
+    const el = document.createElement('div');
+    el.className = 'search-item';
+    el.textContent = n.label;
+    el.style.borderLeft = `3px solid ${n.color.background}`;
+    el.style.paddingLeft = '8px';
+    el.onclick = () => {
+      network.focus(n.id, { scale: 1.5, animation: true });
+      network.selectNodes([n.id]);
+      showInfo(n.id);
+      searchResults.style.display = 'none';
+      searchInput.value = '';
+    };
+    searchResults.appendChild(el);
+  });
+});
+document.addEventListener('click', e => {
+  if (!searchResults.contains(e.target) && e.target !== searchInput)
+    searchResults.style.display = 'none';
+});
+
+const hiddenCommunities = new Set();
+
+const selectAllCb = document.getElementById('select-all-cb');
+
+function updateSelectAllState() {
+  const total = LEGEND.length;
+  const hidden = hiddenCommunities.size;
+  selectAllCb.checked = hidden === 0;
+  selectAllCb.indeterminate = hidden > 0 && hidden < total;
+}
+
+function toggleAllCommunities(hide) {
+  document.querySelectorAll('.legend-item').forEach(item => {
+    hide ? item.classList.add('dimmed') : item.classList.remove('dimmed');
+  });
+  document.querySelectorAll('.legend-cb').forEach(cb => {
+    cb.checked = !hide;
+  });
+  LEGEND.forEach(c => {
+    if (hide) hiddenCommunities.add(c.cid); else hiddenCommunities.delete(c.cid);
+  });
+  const updates = RAW_NODES.map(n => ({ id: n.id, hidden: hide }));
+  nodesDS.update(updates);
+  updateSelectAllState();
+}
+
+const legendEl = document.getElementById('legend');
+LEGEND.forEach(c => {
+  const item = document.createElement('div');
+  item.className = 'legend-item';
+  const cb = document.createElement('input');
+  cb.type = 'checkbox';
+  cb.className = 'legend-cb';
+  cb.checked = true;
+  cb.addEventListener('change', (e) => {
+    e.stopPropagation();
+    if (cb.checked) {
+      hiddenCommunities.delete(c.cid);
+      item.classList.remove('dimmed');
+    } else {
+      hiddenCommunities.add(c.cid);
+      item.classList.add('dimmed');
+    }
+    const updates = RAW_NODES
+      .filter(n => n.community === c.cid)
+      .map(n => ({ id: n.id, hidden: !cb.checked }));
+    nodesDS.update(updates);
+    updateSelectAllState();
+  });
+  item.innerHTML = `<div class="legend-dot" style="background:${c.color}"></div>
+    <span class="legend-label">${c.label}</span>
+    <span class="legend-count">${c.count}</span>`;
+  item.prepend(cb);
+  item.onclick = (e) => {
+    if (e.target === cb) return;
+    cb.checked = !cb.checked;
+    cb.dispatchEvent(new Event('change'));
+  };
+  legendEl.appendChild(item);
+});
+</script>
+<script>
+// Render hyperedges as shaded regions
+const hyperedges = [];
+// afterDrawing passes ctx already transformed to network coordinate space.
+// Draw node positions raw — no manual pan/zoom/DPR math needed.
+network.on('afterDrawing', function(ctx) {
+    hyperedges.forEach(h => {
+        const positions = h.nodes
+            .map(nid => network.getPositions([nid])[nid])
+            .filter(p => p !== undefined);
+        if (positions.length < 2) return;
+        ctx.save();
+        ctx.globalAlpha = 0.12;
+        ctx.fillStyle = '#6366f1';
+        ctx.strokeStyle = '#6366f1';
+        ctx.lineWidth = 2;
+        ctx.beginPath();
+        // Centroid and expanded hull in network coordinates
+        const cx = positions.reduce((s, p) => s + p.x, 0) / positions.length;
+        const cy = positions.reduce((s, p) => s + p.y, 0) / positions.length;
+        const expanded = positions.map(p => ({
+            x: cx + (p.x - cx) * 1.15,
+            y: cy + (p.y - cy) * 1.15
+        }));
+        ctx.moveTo(expanded[0].x, expanded[0].y);
+        expanded.slice(1).forEach(p => ctx.lineTo(p.x, p.y));
+        ctx.closePath();
+        ctx.fill();
+        ctx.globalAlpha = 0.4;
+        ctx.stroke();
+        // Label
+        ctx.globalAlpha = 0.8;
+        ctx.fillStyle = '#4f46e5';
+        ctx.font = 'bold 11px sans-serif';
+        ctx.textAlign = 'center';
+        ctx.fillText(h.label, cx, cy - 5);
+        ctx.restore();
+    });
+});
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/state/graphify-out/graph.json b/state/graphify-out/graph.json
new file mode 100644
index 0000000..c771fde
--- /dev/null
+++ b/state/graphify-out/graph.json
@@ -0,0 +1,616 @@
+{
+  "directed": false,
+  "multigraph": false,
+  "graph": {},
+  "nodes": [
+    {
+      "label": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie",
+      "file_type": "document",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 4,
+      "norm_label": "digitaler zwilling: proxmox & docker cluster-topologie",
+      "community_name": "Digitaler Zwilling: Proxmox & Docker Cluster-Topologie",
+      "id": "digital_twin"
+    },
+    {
+      "label": "Node: pve-venus",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "node: pve-venus",
+      "community_name": "Node: pve-venus",
+      "id": "digital_twin_pve_venus"
+    },
+    {
+      "label": "VM 10190100: Router190",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "vm 10190100: router190",
+      "community_name": "Node: pve-venus",
+      "id": "digital_twin_router190"
+    },
+    {
+      "label": "VM 10190129: Traefik190-01",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "vm 10190129: traefik190-01",
+      "community_name": "Docker-Host: venus-traefik",
+      "id": "digital_twin_traefik190_01"
+    },
+    {
+      "label": "VM 10190130: fc190",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "vm 10190130: fc190",
+      "community_name": "Node: pve-venus",
+      "id": "digital_twin_fc190"
+    },
+    {
+      "label": "VM 10190150: RustDesk-WWW",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "vm 10190150: rustdesk-www",
+      "community_name": "Node: pve-venus",
+      "id": "digital_twin_rustdesk_www"
+    },
+    {
+      "label": "LXC 10190120: db19001200",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "lxc 10190120: db19001200",
+      "community_name": "Node: pve-venus",
+      "id": "digital_twin_db19001200"
+    },
+    {
+      "label": "LXC 10190121: crawler19001210",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "lxc 10190121: crawler19001210",
+      "community_name": "Node: pve-venus",
+      "id": "digital_twin_crawler19001210"
+    },
+    {
+      "label": "LXC 10190180: web19001180",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 2,
+      "norm_label": "lxc 10190180: web19001180",
+      "community_name": "Node: pve-venus",
+      "id": "digital_twin_web19001180"
+    },
+    {
+      "label": "Docker-Host: pve-host",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "docker-host: pve-host",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_pve_host"
+    },
+    {
+      "label": "Container: jmap-proxy",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: jmap-proxy",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_jmap_proxy"
+    },
+    {
+      "label": "Container: agent-reach",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: agent-reach",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_agent_reach"
+    },
+    {
+      "label": "Container: omniroute",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: omniroute",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_omniroute"
+    },
+    {
+      "label": "Container: phoenix_onboarding",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: phoenix_onboarding",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_phoenix_onboarding"
+    },
+    {
+      "label": "Container: ram_graph_general",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: ram_graph_general",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_ram_graph_general"
+    },
+    {
+      "label": "Container: ram_graph_sovereign",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: ram_graph_sovereign",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_ram_graph_sovereign"
+    },
+    {
+      "label": "Container: bernados_app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 1,
+      "norm_label": "container: bernados_app",
+      "community_name": "Docker-Host: pve-host",
+      "id": "digital_twin_bernados_app"
+    },
+    {
+      "label": "Docker-Host: venus-traefik",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "docker-host: venus-traefik",
+      "community_name": "Docker-Host: venus-traefik",
+      "id": "digital_twin_venus_traefik"
+    },
+    {
+      "label": "Container: traefik",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "container: traefik",
+      "community_name": "Docker-Host: venus-traefik",
+      "id": "digital_twin_traefik"
+    },
+    {
+      "label": "Container: oauth2-proxy",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 3,
+      "norm_label": "container: oauth2-proxy",
+      "community_name": "Docker-Host: venus-traefik",
+      "id": "digital_twin_oauth2_proxy"
+    },
+    {
+      "label": "Docker-Host: venus-rustdesk",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "docker-host: venus-rustdesk",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_venus_rustdesk"
+    },
+    {
+      "label": "Container: lp-manager-worker",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-worker",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_manager_worker"
+    },
+    {
+      "label": "Container: lp-manager-app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-app",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_manager_app"
+    },
+    {
+      "label": "Container: lp-onboarding-service",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-onboarding-service",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_onboarding_service"
+    },
+    {
+      "label": "Container: dev-widget-nginx",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: dev-widget-nginx",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_dev_widget_nginx"
+    },
+    {
+      "label": "Container: lp-manager-ui-control",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-ui-control",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_manager_ui_control"
+    },
+    {
+      "label": "Container: lp-manager-postgres-leads",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-postgres-leads",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_manager_postgres_leads"
+    },
+    {
+      "label": "Container: lp-manager-postgres-platform",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-postgres-platform",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_manager_postgres_platform"
+    },
+    {
+      "label": "Container: lp-manager-minio",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-minio",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_manager_minio"
+    },
+    {
+      "label": "Container: forgejo",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: forgejo",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_forgejo"
+    },
+    {
+      "label": "Container: space-agent-ui",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: space-agent-ui",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_space_agent_ui"
+    },
+    {
+      "label": "Container: lp-manager-redis",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: lp-manager-redis",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_lp_manager_redis"
+    },
+    {
+      "label": "Container: quotes-app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: quotes-app",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_quotes_app"
+    },
+    {
+      "label": "Container: quotes-db",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: quotes-db",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_quotes_db"
+    },
+    {
+      "label": "Container: fti-app",
+      "file_type": "concept",
+      "source_file": "digital_twin.md",
+      "source_location": null,
+      "community": 0,
+      "norm_label": "container: fti-app",
+      "community_name": "Docker-Host: venus-rustdesk",
+      "id": "digital_twin_fti_app"
+    }
+  ],
+  "links": [
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_crawler19001210",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_db19001200",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_fc190",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_router190",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_rustdesk_www",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_traefik190_01",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_web19001180",
+      "target": "digital_twin_pve_venus"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "INFERRED",
+      "confidence_score": 0.8,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_venus_traefik",
+      "target": "digital_twin_traefik190_01"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "INFERRED",
+      "confidence_score": 0.8,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_venus_rustdesk",
+      "target": "digital_twin_rustdesk_www"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_agent_reach",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_bernados_app",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_jmap_proxy",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_omniroute",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_phoenix_onboarding",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_ram_graph_general",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_ram_graph_sovereign",
+      "target": "digital_twin_pve_host"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_oauth2_proxy",
+      "target": "digital_twin_venus_traefik"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_traefik",
+      "target": "digital_twin_venus_traefik"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_dev_widget_nginx",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_forgejo",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_fti_app",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_app",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_minio",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_postgres_leads",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_postgres_platform",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_redis",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_ui_control",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_manager_worker",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_lp_onboarding_service",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_quotes_app",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_quotes_db",
+      "target": "digital_twin_venus_rustdesk"
+    },
+    {
+      "relation": "runs_on",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "digital_twin.md",
+      "source": "digital_twin_space_agent_ui",
+      "target": "digital_twin_venus_rustdesk"
+    }
+  ],
+  "hyperedges": []
+}
\ No newline at end of file
diff --git a/state/graphify-out/manifest.json b/state/graphify-out/manifest.json
new file mode 100644
index 0000000..360407b
--- /dev/null
+++ b/state/graphify-out/manifest.json
@@ -0,0 +1,7 @@
+{
+  "digital_twin.md": {
+    "mtime": 1786179392.3292885,
+    "ast_hash": "4cabb774622ad1285edd64b7ec788db3",
+    "semantic_hash": "4cabb774622ad1285edd64b7ec788db3"
+  }
+}
\ No newline at end of file