[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6GYKBTCZBQ26NWTBCD33VZ7":3,"skill-same:01M6GYKBTCZBQ26NWTBCD33VZ7":93},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":55,"commitSha":56,"skillDirectory":57,"forksCount":58,"repositoryHtmlUrl":59,"repositoryHomepageUrl":6,"ownerHtmlUrl":60,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":61,"install":62,"resources":75},"01M6GYKBTCZBQ26NWTBCD33VZ7","implementing-network-segmentation-for-ot",null,"This skill covers implementing network segmentation in Operational Technology environments using VLANs, industrial firewalls, data diodes, and software-defined networking. It addresses the Purdue Model-based segmentation strategy, migration from flat networks to segmented architectures without disrupting operations, configuring OT-aware firewalls with industrial protocol deep packet inspection, and validating segmentation effectiveness through traffic analysis.","micsapp\u002Fmicstec-skills","micsapp","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F82411001?v=4","01M6GWCFQ6D3PV8EHNY62NN5VW","01M6GWCFVE1PA5HG0DKC7AMFJ3",4,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002F_universal\u002Fcybersecurity-skills\u002Fskills\u002Fimplementing-network-segmentation-for-ot\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"for","implementing","network","segmentation","implementing network segmentation for ot","network segmentation","deep","addresses","traffic","environments","traffic analysis","architectures","software","security","model","ICS-security","analysis","data","networking","cybersecurity","2026-11-10 10:12:30",false,"---\nname: implementing-network-segmentation-for-ot\ndescription: >\n  This skill covers implementing network segmentation in Operational Technology\n  environments using VLANs, industrial firewalls, data diodes, and software-defined\n  networking. It addresses the Purdue Model-based segmentation strategy, migration\n  from flat networks to segmented architectures without disrupting operations,\n  configuring OT-aware firewalls with industrial protocol deep packet inspection,\n  and validating segmentation effectiveness through traffic analysis.\ndomain: cybersecurity\nsubdomain: ot-ics-security\ntags: [ot-security, ics, scada, industrial-control, iec62443, network-segmentation, vlan]\nversion: 1.0.0\nauthor: mahipal\nlicense: Apache-2.0\n---\n\n# Implementing Network Segmentation for OT\n\n## When to Use\n\n- When an OT security assessment reveals a flat network with no segmentation between Purdue levels\n- When implementing IEC 62443 zone\u002Fconduit architecture after completing risk assessment (IEC 62443-3-2)\n- When separating IT and OT networks as part of an IT\u002FOT convergence security initiative\n- When deploying a DMZ between corporate IT and OT to protect industrial systems from IT-originating threats\n- When segmenting safety instrumented systems (SIS) from basic process control systems (BPCS)\n\n**Do not use** for IT-only microsegmentation without OT components (see implementing-zero-trust-in-cloud), or for initial zone design without prior traffic analysis (see performing-ot-network-security-assessment first).\n\n## Prerequisites\n\n- Complete traffic baseline from passive monitoring (minimum 2-4 weeks of capture data)\n- Asset inventory with Purdue level classifications for all OT devices\n- Industrial-grade network switches with VLAN support and port security\n- OT-aware firewalls (Cisco ISA-3000, Fortinet FortiGate Rugged, Palo Alto with OT Security)\n- Maintenance window schedule for network changes\n- Rollback plan approved by operations management\n\n## Workflow\n\n### Step 1: Design Segmentation Architecture Based on Traffic Baseline\n\nUse the traffic baseline to design VLAN and firewall architecture that preserves all legitimate communication paths while isolating zones.\n\n```python\n#!\u002Fusr\u002Fbin\u002Fenv python3\n\"\"\"OT Network Segmentation Design Tool.\n\nAnalyzes traffic baseline data and generates a segmentation design\nwith VLAN assignments, firewall rules, and migration plan.\n\"\"\"\n\nimport json\nimport sys\nfrom collections import defaultdict\nfrom dataclasses import dataclass, field, asdict\nfrom ipaddress import ip_address, ip_network\n\n\n@dataclass\nclass VLANDesign:\n    vlan_id: int\n    name: str\n    purdue_level: str\n    subnet: str\n    gateway: str\n    description: str\n    devices: list = field(default_factory=list)\n\n\n@dataclass\nclass FirewallRule:\n    rule_id: int\n    source_zone: str\n    source_ip: str\n    dest_zone: str\n    dest_ip: str\n    protocol: str\n    port: int\n    action: str\n    dpi_profile: str = \"\"\n    comment: str = \"\"\n\n\nclass SegmentationDesigner:\n    \"\"\"Generates segmentation design from traffic baseline.\"\"\"\n\n    def __init__(self, baseline_file):\n        with open(baseline_file) as f:\n            self.baseline = json.load(f)\n        self.vlans = []\n        self.rules = []\n        self.rule_counter = 1\n\n    def design_vlans(self):\n        \"\"\"Create VLAN design based on Purdue levels.\"\"\"\n        self.vlans = [\n            VLANDesign(10, \"SIS-SAFETY\", \"Level 1 (Safety)\",\n                       \"10.10.10.0\u002F24\", \"10.10.10.1\",\n                       \"Safety Instrumented Systems - air-gapped or hardware-isolated\"),\n            VLANDesign(20, \"BPCS-FIELD\", \"Level 0-1 (Field\u002FControl)\",\n                       \"10.10.20.0\u002F24\", \"10.10.20.1\",\n                       \"PLCs, RTUs, I\u002FO modules, field instruments\"),\n            VLANDesign(30, \"BPCS-SUPERVISORY\", \"Level 2 (Supervisory)\",\n                       \"10.10.30.0\u002F24\", \"10.10.30.1\",\n                       \"HMIs, engineering workstations, local historian\"),\n            VLANDesign(40, \"SITE-OPS\", \"Level 3 (Operations)\",\n                       \"10.10.40.0\u002F24\", \"10.10.40.1\",\n                       \"Site historian, OPC server, MES, alarm management\"),\n            VLANDesign(50, \"OT-DMZ\", \"Level 3.5 (DMZ)\",\n                       \"172.16.50.0\u002F24\", \"172.16.50.1\",\n                       \"Data diode, historian mirror, jump server, patch server\"),\n            VLANDesign(60, \"ENTERPRISE\", \"Level 4 (Enterprise)\",\n                       \"10.0.60.0\u002F24\", \"10.0.60.1\",\n                       \"Enterprise IT systems accessing OT data\"),\n            VLANDesign(999, \"QUARANTINE\", \"Quarantine\",\n                       \"10.10.99.0\u002F24\", \"10.10.99.1\",\n                       \"Quarantine VLAN for unauthorized or untrusted devices\"),\n        ]\n        return self.vlans\n\n    def generate_firewall_rules_from_baseline(self):\n        \"\"\"Generate firewall rules based on observed legitimate traffic.\"\"\"\n        self.rules = []\n\n        # Default deny rules for each zone boundary\n        zone_pairs = [\n            (\"Level 2\", \"Level 0-1\"),\n            (\"Level 3\", \"Level 2\"),\n            (\"Level 3.5\", \"Level 3\"),\n            (\"Level 4\", \"Level 3.5\"),\n        ]\n\n        # Generate allow rules from baseline observed traffic\n        for flow in self.baseline.get(\"cross_zone_flows\", []):\n            self.rules.append(FirewallRule(\n                rule_id=self.rule_counter,\n                source_zone=flow[\"src_level\"],\n                source_ip=flow[\"src\"],\n                dest_zone=flow[\"dst_level\"],\n                dest_ip=flow[\"dst\"],\n                protocol=flow.get(\"protocol\", \"TCP\"),\n                port=flow.get(\"port\", 0),\n                action=\"ALLOW\",\n                dpi_profile=self._get_dpi_profile(flow.get(\"port\", 0)),\n                comment=f\"Baseline observed: {flow['src']} -> {flow['dst']}\",\n            ))\n            self.rule_counter += 1\n\n        # Add default deny rules at the end of each zone ACL\n        for src_zone, dst_zone in zone_pairs:\n            self.rules.append(FirewallRule(\n                rule_id=self.rule_counter,\n                source_zone=src_zone,\n                source_ip=\"any\",\n                dest_zone=dst_zone,\n                dest_ip=\"any\",\n                protocol=\"any\",\n                port=0,\n                action=\"DENY\",\n                comment=f\"Default deny: {src_zone} -> {dst_zone}\",\n            ))\n            self.rule_counter += 1\n\n        return self.rules\n\n    def _get_dpi_profile(self, port):\n        \"\"\"Return the appropriate DPI inspection profile for an OT protocol port.\"\"\"\n        dpi_profiles = {\n            502: \"modbus-inspect (allow read FC only from L3)\",\n            44818: \"enip-inspect\",\n            4840: \"opcua-inspect (require SignAndEncrypt)\",\n            102: \"s7comm-inspect\",\n            20000: \"dnp3-inspect\",\n        }\n        return dpi_profiles.get(port, \"none\")\n\n    def generate_migration_plan(self):\n        \"\"\"Generate phased migration plan for network segmentation.\"\"\"\n        plan = {\n            \"phase_1\": {\n                \"name\": \"DMZ Implementation (Week 1-2)\",\n                \"description\": \"Deploy DMZ between enterprise and OT networks\",\n                \"steps\": [\n                    \"Deploy DMZ firewall pair (inside and outside)\",\n                    \"Migrate historian mirror to DMZ\",\n                    \"Configure jump server in DMZ with MFA\",\n                    \"Install data diode for unidirectional historian replication\",\n                    \"Route enterprise-to-OT traffic through DMZ\",\n                    \"Verify enterprise access to historian data via DMZ\",\n                ],\n                \"rollback\": \"Remove DMZ firewall rules, restore direct routing\",\n            },\n            \"phase_2\": {\n                \"name\": \"L3\u002FL2 Segmentation (Week 3-4)\",\n                \"description\": \"Separate operations (L3) from control (L2) zones\",\n                \"steps\": [\n                    \"Create VLAN 30 and VLAN 40 on OT switches\",\n                    \"Deploy industrial firewall between L2 and L3\",\n                    \"Configure firewall in monitor mode (log only, no blocking)\",\n                    \"Analyze logs for 1 week to validate rule completeness\",\n                    \"Switch to enforcement mode during maintenance window\",\n                    \"Validate all HMI-to-PLC and historian-to-PLC communications\",\n                ],\n                \"rollback\": \"Revert VLAN assignments, set firewall to permit-any\",\n            },\n            \"phase_3\": {\n                \"name\": \"Field Device Isolation (Week 5-6)\",\n                \"description\": \"Isolate Level 0-1 field devices from Level 2 supervisory\",\n                \"steps\": [\n                    \"Create VLAN 20 for PLCs and field instruments\",\n                    \"Configure port security with MAC binding on PLC ports\",\n                    \"Apply Modbus function code filtering (block writes from L3)\",\n                    \"Test all control loops during maintenance window\",\n                    \"Verify alarm propagation from field to HMI\",\n                ],\n                \"rollback\": \"Merge VLAN 20 back into VLAN 30\",\n            },\n            \"phase_4\": {\n                \"name\": \"SIS Isolation (Week 7-8)\",\n                \"description\": \"Fully isolate Safety Instrumented Systems\",\n                \"steps\": [\n                    \"Verify SIS is on dedicated VLAN 10 or air-gapped\",\n                    \"Remove any network path between SIS and BPCS\",\n                    \"Implement dedicated engineering workstation for SIS\",\n                    \"Apply USB and removable media controls on SIS EWS\",\n                    \"Test SIS functionality in isolation\",\n                ],\n                \"rollback\": \"N\u002FA - SIS isolation should not be reversed\",\n            },\n        }\n        return plan\n\n    def export_design(self, output_file):\n        \"\"\"Export complete segmentation design.\"\"\"\n        design = {\n            \"vlans\": [asdict(v) for v in self.vlans],\n            \"firewall_rules\": [asdict(r) for r in self.rules],\n            \"migration_plan\": self.generate_migration_plan(),\n        }\n\n        with open(output_file, \"w\") as f:\n            json.dump(design, f, indent=2)\n\n        print(f\"[*] Segmentation design exported to: {output_file}\")\n        print(f\"    VLANs: {len(self.vlans)}\")\n        print(f\"    Firewall Rules: {len(self.rules)}\")\n\n        return design\n\n\nif __name__ == \"__main__\":\n    if len(sys.argv) \u003C 2:\n        print(\"Usage: python segmentation_designer.py \u003Cbaseline.json> [output.json]\")\n        sys.exit(1)\n\n    designer = SegmentationDesigner(sys.argv[1])\n    designer.design_vlans()\n    designer.generate_firewall_rules_from_baseline()\n\n    output = sys.argv[2] if len(sys.argv) > 2 else \"segmentation_design.json\"\n    designer.export_design(output)\n```\n\n### Step 2: Configure Industrial Switch VLANs\n\nApply VLAN configuration to industrial Ethernet switches with port security and unused port hardening.\n\n```bash\n# Cisco Industrial Ethernet 4000\u002F5000 Series Configuration\n\n# Create VLANs aligned with Purdue levels\nvlan 10\n  name SIS-SAFETY-L1\nvlan 20\n  name BPCS-FIELD-L01\nvlan 30\n  name BPCS-SUPERVISORY-L2\nvlan 40\n  name SITE-OPS-L3\nvlan 50\n  name OT-DMZ-L35\nvlan 999\n  name QUARANTINE\n\n# PLC access ports with port security\ninterface range GigabitEthernet1\u002F0\u002F1-12\n  description PLC Connections\n  switchport mode access\n  switchport access vlan 20\n  switchport port-security\n  switchport port-security maximum 1\n  switchport port-security mac-address sticky\n  switchport port-security violation shutdown\n  storm-control broadcast level 10\n  storm-control multicast level 10\n  spanning-tree portfast\n  spanning-tree bpduguard enable\n  no cdp enable\n  no lldp transmit\n  no lldp receive\n\n# HMI access ports\ninterface range GigabitEthernet1\u002F0\u002F13-18\n  description HMI Stations\n  switchport mode access\n  switchport access vlan 30\n  switchport port-security\n  switchport port-security maximum 1\n  switchport port-security mac-address sticky\n  switchport port-security violation restrict\n  spanning-tree portfast\n\n# Trunk to zone firewall\ninterface TenGigabitEthernet1\u002F0\u002F1\n  description Trunk to OT Zone Firewall\n  switchport mode trunk\n  switchport trunk allowed vlan 20,30,40,50\n  switchport trunk native vlan 999\n  switchport nonegotiate\n\n# Disable and quarantine all unused ports\ninterface range GigabitEthernet1\u002F0\u002F19-48\n  description UNUSED - Shutdown\n  switchport mode access\n  switchport access vlan 999\n  shutdown\n```\n\n### Step 3: Validate Segmentation Effectiveness\n\nAfter implementation, validate that segmentation correctly blocks unauthorized cross-zone traffic while permitting all legitimate operations.\n\n```python\n#!\u002Fusr\u002Fbin\u002Fenv python3\n\"\"\"OT Network Segmentation Validator.\n\nRuns automated tests to verify zone isolation, firewall rules,\nand protocol enforcement after segmentation deployment.\n\"\"\"\n\nimport json\nimport socket\nimport subprocess\nimport sys\nimport time\nfrom dataclasses import dataclass, asdict\n\n\n@dataclass\nclass ValidationTest:\n    test_id: str\n    description: str\n    source_zone: str\n    target_ip: str\n    target_port: int\n    expected_result: str  # \"blocked\" or \"allowed\"\n    actual_result: str = \"\"\n    status: str = \"\"  # PASS or FAIL\n\n\nclass SegmentationValidator:\n    \"\"\"Validates OT network segmentation implementation.\"\"\"\n\n    def __init__(self):\n        self.tests = []\n        self.results = []\n\n    def add_test(self, test):\n        self.tests.append(test)\n\n    def run_connectivity_test(self, target_ip, target_port, timeout=3):\n        \"\"\"Test TCP connectivity to target.\"\"\"\n        try:\n            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n            sock.settimeout(timeout)\n            result = sock.connect_ex((target_ip, target_port))\n            sock.close()\n            return \"reachable\" if result == 0 else \"blocked\"\n        except (socket.timeout, ConnectionRefusedError):\n            return \"blocked\"\n        except Exception:\n            return \"error\"\n\n    def run_all_tests(self):\n        \"\"\"Execute all segmentation validation tests.\"\"\"\n        print(\"=\" * 60)\n        print(\"OT SEGMENTATION VALIDATION\")\n        print(\"=\" * 60)\n\n        passed = 0\n        failed = 0\n\n        for test in self.tests:\n            actual = self.run_connectivity_test(test.target_ip, test.target_port)\n            test.actual_result = actual\n\n            if actual == test.expected_result:\n                test.status = \"PASS\"\n                passed += 1\n            else:\n                test.status = \"FAIL\"\n                failed += 1\n\n            icon = \"[+]\" if test.status == \"PASS\" else \"[-]\"\n            print(f\"  {icon} {test.test_id}: {test.description}\")\n            print(f\"      Target: {test.target_ip}:{test.target_port}\")\n            print(f\"      Expected: {test.expected_result} | Actual: {actual} -> {test.status}\")\n\n        print(f\"\\n  Results: {passed} passed, {failed} failed out of {len(self.tests)} tests\")\n        return {\"passed\": passed, \"failed\": failed, \"total\": len(self.tests)}\n\n\nif __name__ == \"__main__\":\n    validator = SegmentationValidator()\n\n    # Tests from Enterprise zone (Level 4) - should be blocked from OT\n    validator.add_test(ValidationTest(\n        \"SEG-001\", \"Enterprise cannot reach PLCs via Modbus\",\n        \"Level 4\", \"10.10.20.10\", 502, \"blocked\"))\n    validator.add_test(ValidationTest(\n        \"SEG-002\", \"Enterprise cannot reach PLCs via EtherNet\u002FIP\",\n        \"Level 4\", \"10.10.20.10\", 44818, \"blocked\"))\n    validator.add_test(ValidationTest(\n        \"SEG-003\", \"Enterprise can reach DMZ jump server\",\n        \"Level 4\", \"172.16.50.10\", 3389, \"allowed\"))\n    validator.add_test(ValidationTest(\n        \"SEG-004\", \"Enterprise can reach DMZ historian mirror\",\n        \"Level 4\", \"172.16.50.20\", 443, \"allowed\"))\n\n    # Tests from Operations zone (Level 3) - limited access to control\n    validator.add_test(ValidationTest(\n        \"SEG-005\", \"Operations can read from PLCs via Modbus\",\n        \"Level 3\", \"10.10.20.10\", 502, \"allowed\"))\n    validator.add_test(ValidationTest(\n        \"SEG-006\", \"Operations cannot reach SIS controllers\",\n        \"Level 3\", \"10.10.10.10\", 1502, \"blocked\"))\n\n    validator.run_all_tests()\n```\n\n## Key Concepts\n\n| Term | Definition |\n|------|------------|\n| VLAN | Virtual Local Area Network - Layer 2 broadcast domain isolation used to separate OT zones on shared switch infrastructure |\n| Industrial Firewall | Firewall with deep packet inspection capabilities for industrial protocols (Modbus, DNP3, EtherNet\u002FIP, OPC UA) |\n| Data Diode | Hardware-enforced unidirectional gateway that physically prevents reverse data flow, used between OT operations and DMZ |\n| Port Security | Switch feature that limits the number of MAC addresses on a port and locks assignments, preventing unauthorized device connections |\n| Trunk Port | Switch port carrying multiple VLANs using 802.1Q tagging, used to connect switches and firewalls across zone boundaries |\n| DMZ | Demilitarized Zone between enterprise IT and OT - a buffer zone where all cross-domain traffic terminates and is inspected |\n\n## Tools & Systems\n\n- **Cisco ISA-3000**: Industrial security appliance with Modbus, DNP3, and EtherNet\u002FIP deep packet inspection for OT zone firewalls\n- **Fortinet FortiGate Rugged Series**: Ruggedized NGFW with OT protocol support and industrial environment certifications\n- **Waterfall Security Unidirectional Gateway**: Hardware data diode for enforcing one-way data flow from OT to IT\n- **Cisco Industrial Ethernet Switches**: Managed switches with VLAN, port security, and industrial protocol support\n\n## Output Format\n\n```\nOT Network Segmentation Report\n================================\nImplementation Date: YYYY-MM-DD\n\nVLAN ARCHITECTURE:\n  VLAN [ID] - [Name] ([Purdue Level])\n    Subnet: [subnet\u002Fmask]\n    Devices: [count]\n\nFIREWALL RULES:\n  [Zone A] -> [Zone B]: [allow\u002Fdeny count]\n\nVALIDATION RESULTS:\n  Tests Passed: [N]\u002F[Total]\n  Critical Failures: [N]\n```\n","# Implementing Network Segmentation for OT\n\n## When to Use\n\n- When an OT security assessment reveals a flat network with no segmentation between Purdue levels\n- When implementing IEC 62443 zone\u002Fconduit architecture after completing risk assessment (IEC 62443-3-2)\n- When separating IT and OT networks as part of an IT\u002FOT convergence security initiative\n- When deploying a DMZ between corporate IT and OT to protect industrial systems from IT-originating threats\n- When segmenting safety instrumented systems (SIS) from basic process control systems (BPCS)\n\n**Do not use** for IT-only microsegmentation without OT components (see implementing-zero-trust-in-cloud), or for initial zone design without prior traffic analysis (see performing-ot-network-security-assessment first).\n\n## Prerequisites\n\n- Complete traffic baseline from passive monitoring (minimum 2-4 weeks of capture data)\n- Asset inventory with Purdue level classifications for all OT devices\n- Industrial-grade network switches with VLAN support and port security\n- OT-aware firewalls (Cisco ISA-3000, Fortinet FortiGate Rugged, Palo Alto with OT Security)\n- Maintenance window schedule for network changes\n- Rollback plan approved by operations management\n\n## Workflow\n\n### Step 1: Design Segmentation Architecture Based on Traffic Baseline\n\nUse the traffic baseline to design VLAN and firewall architecture that preserves all legitimate communication paths while isolating zones.\n\n```python\n#!\u002Fusr\u002Fbin\u002Fenv python3\n\"\"\"OT Network Segmentation Design Tool.\n\nAnalyzes traffic baseline data and generates a segmentation design\nwith VLAN assignments, firewall rules, and migration plan.\n\"\"\"\n\nimport json\nimport sys\nfrom collections import defaultdict\nfrom dataclasses import dataclass, field, asdict\nfrom ipaddress import ip_address, ip_network\n\n\n@dataclass\nclass VLANDesign:\n    vlan_id: int\n    name: str\n    purdue_level: str\n    subnet: str\n    gateway: str\n    description: str\n    devices: list = field(default_factory=list)\n\n\n@dataclass\nclass FirewallRule:\n    rule_id: int\n    source_zone: str\n    source_ip: str\n    dest_zone: str\n    dest_ip: str\n    protocol: str\n    port: int\n    action: str\n    dpi_profile: str = \"\"\n    comment: str = \"\"\n\n\nclass SegmentationDesigner:\n    \"\"\"Generates segmentation design from traffic baseline.\"\"\"\n\n    def __init__(self, baseline_file):\n        with open(baseline_file) as f:\n            self.baseline = json.load(f)\n        self.vlans = []\n        self.rules = []\n        self.rule_counter = 1\n\n    def design_vlans(self):\n        \"\"\"Create VLAN design based on Purdue levels.\"\"\"\n        self.vlans = [\n            VLANDesign(10, \"SIS-SAFETY\", \"Level 1 (Safety)\",\n                       \"10.10.10.0\u002F24\", \"10.10.10.1\",\n                       \"Safety Instrumented Systems - air-gapped or hardware-isolated\"),\n            VLANDesign(20, \"BPCS-FIELD\", \"Level 0-1 (Field\u002FControl)\",\n                       \"10.10.20.0\u002F24\", \"10.10.20.1\",\n                       \"PLCs, RTUs, I\u002FO modules, field instruments\"),\n            VLANDesign(30, \"BPCS-SUPERVISORY\", \"Level 2 (Supervisory)\",\n                       \"10.10.30.0\u002F24\", \"10.10.30.1\",\n                       \"HMIs, engineering workstations, local historian\"),\n            VLANDesign(40, \"SITE-OPS\", \"Level 3 (Operations)\",\n                       \"10.10.40.0\u002F24\", \"10.10.40.1\",\n                       \"Site historian, OPC server, MES, alarm management\"),\n            VLANDesign(50, \"OT-DMZ\", \"Level 3.5 (DMZ)\",\n                       \"172.16.50.0\u002F24\", \"172.16.50.1\",\n                       \"Data diode, historian mirror, jump server, patch server\"),\n            VLANDesign(60, \"ENTERPRISE\", \"Level 4 (Enterprise)\",\n                       \"10.0.60.0\u002F24\", \"10.0.60.1\",\n                       \"Enterprise IT systems accessing OT data\"),\n            VLANDesign(999, \"QUARANTINE\", \"Quarantine\",\n                       \"10.10.99.0\u002F24\", \"10.10.99.1\",\n                       \"Quarantine VLAN for unauthorized or untrusted devices\"),\n        ]\n        return self.vlans\n\n    def generate_firewall_rules_from_baseline(self):\n        \"\"\"Generate firewall rules based on observed legitimate traffic.\"\"\"\n        self.rules = []\n\n        # Default deny rules for each zone boundary\n        zone_pairs = [\n            (\"Level 2\", \"Level 0-1\"),\n            (\"Level 3\", \"Level 2\"),\n            (\"Level 3.5\", \"Level 3\"),\n            (\"Level 4\", \"Level 3.5\"),\n        ]\n\n        # Generate allow rules from baseline observed traffic\n        for flow in self.baseline.get(\"cross_zone_flows\", []):\n            self.rules.append(FirewallRule(\n                rule_id=self.rule_counter,\n                source_zone=flow[\"src_level\"],\n                source_ip=flow[\"src\"],\n                dest_zone=flow[\"dst_level\"],\n                dest_ip=flow[\"dst\"],\n                protocol=flow.get(\"protocol\", \"TCP\"),\n                port=flow.get(\"port\", 0),\n                action=\"ALLOW\",\n                dpi_profile=self._get_dpi_profile(flow.get(\"port\", 0)),\n                comment=f\"Baseline observed: {flow['src']} -> {flow['dst']}\",\n            ))\n            self.rule_counter += 1\n\n        # Add default deny rules at the end of each zone ACL\n        for src_zone, dst_zone in zone_pairs:\n            self.rules.append(FirewallRule(\n                rule_id=self.rule_counter,\n                source_zone=src_zone,\n                source_ip=\"any\",\n                dest_zone=dst_zone,\n                dest_ip=\"any\",\n                protocol=\"any\",\n                port=0,\n                action=\"DENY\",\n                comment=f\"Default deny: {src_zone} -> {dst_zone}\",\n            ))\n            self.rule_counter += 1\n\n        return self.rules\n\n    def _get_dpi_profile(self, port):\n        \"\"\"Return the appropriate DPI inspection profile for an OT protocol port.\"\"\"\n        dpi_profiles = {\n            502: \"modbus-inspect (allow read FC only from L3)\",\n            44818: \"enip-inspect\",\n            4840: \"opcua-inspect (require SignAndEncrypt)\",\n            102: \"s7comm-inspect\",\n            20000: \"dnp3-inspect\",\n        }\n        return dpi_profiles.get(port, \"none\")\n\n    def generate_migration_plan(self):\n        \"\"\"Generate phased migration plan for network segmentation.\"\"\"\n        plan = {\n            \"phase_1\": {\n                \"name\": \"DMZ Implementation (Week 1-2)\",\n                \"description\": \"Deploy DMZ between enterprise and OT networks\",\n                \"steps\": [\n                    \"Deploy DMZ firewall pair (inside and outside)\",\n                    \"Migrate historian mirror to DMZ\",\n                    \"Configure jump server in DMZ with MFA\",\n                    \"Install data diode for unidirectional historian replication\",\n                    \"Route enterprise-to-OT traffic through DMZ\",\n                    \"Verify enterprise access to historian data via DMZ\",\n                ],\n                \"rollback\": \"Remove DMZ firewall rules, restore direct routing\",\n            },\n            \"phase_2\": {\n                \"name\": \"L3\u002FL2 Segmentation (Week 3-4)\",\n                \"description\": \"Separate operations (L3) from control (L2) zones\",\n                \"steps\": [\n                    \"Create VLAN 30 and VLAN 40 on OT switches\",\n                    \"Deploy industrial firewall between L2 and L3\",\n                    \"Configure firewall in monitor mode (log only, no blocking)\",\n                    \"Analyze logs for 1 week to validate rule completeness\",\n                    \"Switch to enforcement mode during maintenance window\",\n                    \"Validate all HMI-to-PLC and historian-to-PLC communications\",\n                ],\n                \"rollback\": \"Revert VLAN assignments, set firewall to permit-any\",\n            },\n            \"phase_3\": {\n                \"name\": \"Field Device Isolation (Week 5-6)\",\n                \"description\": \"Isolate Level 0-1 field devices from Level 2 supervisory\",\n                \"steps\": [\n                    \"Create VLAN 20 for PLCs and field instruments\",\n                    \"Configure port security with MAC binding on PLC ports\",\n                    \"Apply Modbus function code filtering (block writes from L3)\",\n                    \"Test all control loops during maintenance window\",\n                    \"Verify alarm propagation from field to HMI\",\n                ],\n                \"rollback\": \"Merge VLAN 20 back into VLAN 30\",\n            },\n            \"phase_4\": {\n                \"name\": \"SIS Isolation (Week 7-8)\",\n                \"description\": \"Fully isolate Safety Instrumented Systems\",\n                \"steps\": [\n                    \"Verify SIS is on dedicated VLAN 10 or air-gapped\",\n                    \"Remove any network path between SIS and BPCS\",\n                    \"Implement dedicated engineering workstation for SIS\",\n                    \"Apply USB and removable media controls on SIS EWS\",\n                    \"Test SIS functionality in isolation\",\n                ],\n                \"rollback\": \"N\u002FA - SIS isolation should not be reversed\",\n            },\n        }\n        return plan\n\n    def export_design(self, output_file):\n        \"\"\"Export complete segmentation design.\"\"\"\n        design = {\n            \"vlans\": [asdict(v) for v in self.vlans],\n            \"firewall_rules\": [asdict(r) for r in self.rules],\n            \"migration_plan\": self.generate_migration_plan(),\n        }\n\n        with open(output_file, \"w\") as f:\n            json.dump(design, f, indent=2)\n\n        print(f\"[*] Segmentation design exported to: {output_file}\")\n        print(f\"    VLANs: {len(self.vlans)}\")\n        print(f\"    Firewall Rules: {len(self.rules)}\")\n\n        return design\n\n\nif __name__ == \"__main__\":\n    if len(sys.argv) \u003C 2:\n        print(\"Usage: python segmentation_designer.py \u003Cbaseline.json> [output.json]\")\n        sys.exit(1)\n\n    designer = SegmentationDesigner(sys.argv[1])\n    designer.design_vlans()\n    designer.generate_firewall_rules_from_baseline()\n\n    output = sys.argv[2] if len(sys.argv) > 2 else \"segmentation_design.json\"\n    designer.export_design(output)\n```\n\n### Step 2: Configure Industrial Switch VLANs\n\nApply VLAN configuration to industrial Ethernet switches with port security and unused port hardening.\n\n```bash\n# Cisco Industrial Ethernet 4000\u002F5000 Series Configuration\n\n# Create VLANs aligned with Purdue levels\nvlan 10\n  name SIS-SAFETY-L1\nvlan 20\n  name BPCS-FIELD-L01\nvlan 30\n  name BPCS-SUPERVISORY-L2\nvlan 40\n  name SITE-OPS-L3\nvlan 50\n  name OT-DMZ-L35\nvlan 999\n  name QUARANTINE\n\n# PLC access ports with port security\ninterface range GigabitEthernet1\u002F0\u002F1-12\n  description PLC Connections\n  switchport mode access\n  switchport access vlan 20\n  switchport port-security\n  switchport port-security maximum 1\n  switchport port-security mac-address sticky\n  switchport port-security violation shutdown\n  storm-control broadcast level 10\n  storm-control multicast level 10\n  spanning-tree portfast\n  spanning-tree bpduguard enable\n  no cdp enable\n  no lldp transmit\n  no lldp receive\n\n# HMI access ports\ninterface range GigabitEthernet1\u002F0\u002F13-18\n  description HMI Stations\n  switchport mode access\n  switchport access vlan 30\n  switchport port-security\n  switchport port-security maximum 1\n  switchport port-security mac-address sticky\n  switchport port-security violation restrict\n  spanning-tree portfast\n\n# Trunk to zone firewall\ninterface TenGigabitEthernet1\u002F0\u002F1\n  description Trunk to OT Zone Firewall\n  switchport mode trunk\n  switchport trunk allowed vlan 20,30,40,50\n  switchport trunk native vlan 999\n  switchport nonegotiate\n\n# Disable and quarantine all unused ports\ninterface range GigabitEthernet1\u002F0\u002F19-48\n  description UNUSED - Shutdown\n  switchport mode access\n  switchport access vlan 999\n  shutdown\n```\n\n### Step 3: Validate Segmentation Effectiveness\n\nAfter implementation, validate that segmentation correctly blocks unauthorized cross-zone traffic while permitting all legitimate operations.\n\n```python\n#!\u002Fusr\u002Fbin\u002Fenv python3\n\"\"\"OT Network Segmentation Validator.\n\nRuns automated tests to verify zone isolation, firewall rules,\nand protocol enforcement after segmentation deployment.\n\"\"\"\n\nimport json\nimport socket\nimport subprocess\nimport sys\nimport time\nfrom dataclasses import dataclass, asdict\n\n\n@dataclass\nclass ValidationTest:\n    test_id: str\n    description: str\n    source_zone: str\n    target_ip: str\n    target_port: int\n    expected_result: str  # \"blocked\" or \"allowed\"\n    actual_result: str = \"\"\n    status: str = \"\"  # PASS or FAIL\n\n\nclass SegmentationValidator:\n    \"\"\"Validates OT network segmentation implementation.\"\"\"\n\n    def __init__(self):\n        self.tests = []\n        self.results = []\n\n    def add_test(self, test):\n        self.tests.append(test)\n\n    def run_connectivity_test(self, target_ip, target_port, timeout=3):\n        \"\"\"Test TCP connectivity to target.\"\"\"\n        try:\n            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n            sock.settimeout(timeout)\n            result = sock.connect_ex((target_ip, target_port))\n            sock.close()\n            return \"reachable\" if result == 0 else \"blocked\"\n        except (socket.timeout, ConnectionRefusedError):\n            return \"blocked\"\n        except Exception:\n            return \"error\"\n\n    def run_all_tests(self):\n        \"\"\"Execute all segmentation validation tests.\"\"\"\n        print(\"=\" * 60)\n        print(\"OT SEGMENTATION VALIDATION\")\n        print(\"=\" * 60)\n\n        passed = 0\n        failed = 0\n\n        for test in self.tests:\n            actual = self.run_connectivity_test(test.target_ip, test.target_port)\n            test.actual_result = actual\n\n            if actual == test.expected_result:\n                test.status = \"PASS\"\n                passed += 1\n            else:\n                test.status = \"FAIL\"\n                failed += 1\n\n            icon = \"[+]\" if test.status == \"PASS\" else \"[-]\"\n            print(f\"  {icon} {test.test_id}: {test.description}\")\n            print(f\"      Target: {test.target_ip}:{test.target_port}\")\n            print(f\"      Expected: {test.expected_result} | Actual: {actual} -> {test.status}\")\n\n        print(f\"\\n  Results: {passed} passed, {failed} failed out of {len(self.tests)} tests\")\n        return {\"passed\": passed, \"failed\": failed, \"total\": len(self.tests)}\n\n\nif __name__ == \"__main__\":\n    validator = SegmentationValidator()\n\n    # Tests from Enterprise zone (Level 4) - should be blocked from OT\n    validator.add_test(ValidationTest(\n        \"SEG-001\", \"Enterprise cannot reach PLCs via Modbus\",\n        \"Level 4\", \"10.10.20.10\", 502, \"blocked\"))\n    validator.add_test(ValidationTest(\n        \"SEG-002\", \"Enterprise cannot reach PLCs via EtherNet\u002FIP\",\n        \"Level 4\", \"10.10.20.10\", 44818, \"blocked\"))\n    validator.add_test(ValidationTest(\n        \"SEG-003\", \"Enterprise can reach DMZ jump server\",\n        \"Level 4\", \"172.16.50.10\", 3389, \"allowed\"))\n    validator.add_test(ValidationTest(\n        \"SEG-004\", \"Enterprise can reach DMZ historian mirror\",\n        \"Level 4\", \"172.16.50.20\", 443, \"allowed\"))\n\n    # Tests from Operations zone (Level 3) - limited access to control\n    validator.add_test(ValidationTest(\n        \"SEG-005\", \"Operations can read from PLCs via Modbus\",\n        \"Level 3\", \"10.10.20.10\", 502, \"allowed\"))\n    validator.add_test(ValidationTest(\n        \"SEG-006\", \"Operations cannot reach SIS controllers\",\n        \"Level 3\", \"10.10.10.10\", 1502, \"blocked\"))\n\n    validator.run_all_tests()\n```\n\n## Key Concepts\n\n| Term | Definition |\n|------|------------|\n| VLAN | Virtual Local Area Network - Layer 2 broadcast domain isolation used to separate OT zones on shared switch infrastructure |\n| Industrial Firewall | Firewall with deep packet inspection capabilities for industrial protocols (Modbus, DNP3, EtherNet\u002FIP, OPC UA) |\n| Data Diode | Hardware-enforced unidirectional gateway that physically prevents reverse data flow, used between OT operations and DMZ |\n| Port Security | Switch feature that limits the number of MAC addresses on a port and locks assignments, preventing unauthorized device connections |\n| Trunk Port | Switch port carrying multiple VLANs using 802.1Q tagging, used to connect switches and firewalls across zone boundaries |\n| DMZ | Demilitarized Zone between enterprise IT and OT - a buffer zone where all cross-domain traffic terminates and is inspected |\n\n## Tools & Systems\n\n- **Cisco ISA-3000**: Industrial security appliance with Modbus, DNP3, and EtherNet\u002FIP deep packet inspection for OT zone firewalls\n- **Fortinet FortiGate Rugged Series**: Ruggedized NGFW with OT protocol support and industrial environment certifications\n- **Waterfall Security Unidirectional Gateway**: Hardware data diode for enforcing one-way data flow from OT to IT\n- **Cisco Industrial Ethernet Switches**: Managed switches with VLAN, port security, and industrial protocol support\n\n## Output Format\n\n```\nOT Network Segmentation Report\n================================\nImplementation Date: YYYY-MM-DD\n\nVLAN ARCHITECTURE:\n  VLAN [ID] - [Name] ([Purdue Level])\n    Subnet: [subnet\u002Fmask]\n    Devices: [count]\n\nFIREWALL RULES:\n  [Zone A] -> [Zone B]: [allow\u002Fdeny count]\n\nVALIDATION RESULTS:\n  Tests Passed: [N]\u002F[Total]\n  Critical Failures: [N]\n```\n",{"name":5,"tags":43,"author":51,"domain":37,"license":14,"version":52,"subdomain":53,"description":54},[44,45,46,47,48,49,50],"ot-security","ics","scada","industrial-control","iec62443","network-segmentation","vlan","mahipal","1.0.0","ot-ics-security","This skill covers implementing network segmentation in Operational Technology environments using VLANs, industrial firewalls, data diodes, and software-defined networking. It addresses the Purdue Model-based segmentation strategy, migration from flat networks to segmented architectures without disrupting operations, configuring OT-aware firewalls with industrial protocol deep packet inspection, and validating segmentation effectiveness through traffic analysis.\n","master","3f5d983eb4ef375b749adcd6b07ec03bd82ae8a8","_universal\u002Fcybersecurity-skills\u002Fskills\u002Fimplementing-network-segmentation-for-ot",0,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills","https:\u002F\u002Fgithub.com\u002Fmicsapp","2026-03-20 11:24:18",{"source":8,"skillName":5,"commands":63,"prompt":73,"zipAvailable":74},[64,67,70],{"tool":65,"command":66},"npx","npx skills add micsapp\u002Fmicstec-skills --skill implementing-network-segmentation-for-ot",{"tool":68,"command":69},"bunx","bunx skills add micsapp\u002Fmicstec-skills --skill implementing-network-segmentation-for-ot",{"tool":71,"command":72},"pnpm","pnpm dlx skills add micsapp\u002Fmicstec-skills --skill implementing-network-segmentation-for-ot","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002F_universal\u002Fcybersecurity-skills\u002Fskills\u002Fimplementing-network-segmentation-for-ot\u002FSKILL.md",true,[76,81,87],{"path":77,"resourceType":77,"resourceTypeDesc":78,"sizeBytes":79,"sourceHtmlUrl":80},"LICENSE","许可证",11255,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002F_universal\u002Fcybersecurity-skills\u002Fskills\u002Fimplementing-network-segmentation-for-ot\u002FLICENSE",{"path":82,"resourceType":83,"resourceTypeDesc":84,"sizeBytes":85,"sourceHtmlUrl":86},"references\u002Fapi-reference.md","REFERENCE","参考文档",1362,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002F_universal\u002Fcybersecurity-skills\u002Fskills\u002Fimplementing-network-segmentation-for-ot\u002Freferences\u002Fapi-reference.md",{"path":88,"resourceType":89,"resourceTypeDesc":90,"sizeBytes":91,"sourceHtmlUrl":92},"scripts\u002Fagent.py","SCRIPT","脚本",6689,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002F_universal\u002Fcybersecurity-skills\u002Fskills\u002Fimplementing-network-segmentation-for-ot\u002Fscripts\u002Fagent.py",[94,130,159,179,199,224],{"skillNo":95,"name":96,"nameZh":6,"description":97,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":98,"licenseFileUrl":6,"sourceHtmlUrl":99,"categories":100,"keywords":111,"publishedAt":38},"01M6HBTJ02FXBFG9NYEHHYAP52","azure-apim-architecture","Analyzes and explains Azure API Management architecture decisions for enterprise API marketplace implementations using VNet Internal mode, Front Door, hybrid authentication, and multi-environment strategies. Use when discussing APIM component selection, network topology, cost optimization, or comparing alternatives like workspaces vs instances, VNet Internal vs External mode, or Front Door vs Application Gateway.","MIT","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fazure-apim-architecture\u002FSKILL.md",[101,106],{"categoryNo":102,"categoryName":103,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":107,"categoryName":108,"taxonomyType":109,"taxonomyTypeDesc":110},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[112,113,114,115,116,117,118,119,20,120,121,122,123,124,125,126,127,128,129,18],"architecture","azure","azure apim architecture","component","authentication","gateway","topology","Optimization","api","team","environment","multi-environment","workspaces","instances","selection","strategies","azure api management","mode",{"skillNo":131,"name":132,"nameZh":6,"description":133,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":98,"licenseFileUrl":6,"sourceHtmlUrl":134,"categories":135,"keywords":144,"publishedAt":38},"01M6HBT7J4H082JEEA670B3EQ9","apiops-deployment","Guides deployment of Azure API Management infrastructure using Infrastructure as Code (Bicep\u002FTerraform), CI\u002FCD pipelines (GitHub Actions\u002FAzure DevOps), and APIOps workflows. Use when deploying APIM, creating pipelines, or implementing dev→test→prod promotion strategies.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapiops-deployment\u002FSKILL.md",[136,137,140,143],{"categoryNo":102,"categoryName":103,"taxonomyType":104,"taxonomyTypeDesc":105},{"categoryNo":138,"categoryName":139,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":141,"categoryName":142,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":107,"categoryName":108,"taxonomyType":109,"taxonomyTypeDesc":110},[145,146,147,148,113,149,150,151,152,153,154,155,120,121,127,156,157,128,158,19],"deployment","apiops deployment","workflows","azure devops","infrastructure","code","infrastructure as code","actions","ci","github actions","github-actions","as","guides","CI\u002FCD",{"skillNo":160,"name":161,"nameZh":6,"description":162,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":98,"licenseFileUrl":6,"sourceHtmlUrl":163,"categories":164,"keywords":166,"publishedAt":38},"01M6HBT2HEA23THNE9E00GYQBE","apim-policy-authoring","Creates production-ready Azure API Management policy XML for authentication (OAuth 2.0, JWT validation, subscription keys), rate limiting, CORS configuration, error handling, and API transformations. Use when implementing API security, access control, or request\u002Fresponse processing logic.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapim-policy-authoring\u002FSKILL.md",[165],{"categoryNo":102,"categoryName":103,"taxonomyType":104,"taxonomyTypeDesc":105},[167,168,169,31,113,116,120,121,170,171,172,173,174,175,176,128,177,178,19,18],"policy","authoring","apim policy authoring","access","use","ready","api security","Access Control","error","processing","cors configuration","production-ready",{"skillNo":180,"name":181,"nameZh":6,"description":182,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":98,"licenseFileUrl":6,"sourceHtmlUrl":183,"categories":184,"keywords":187,"publishedAt":38},"01M6HBSY65SB29J9WE9KYD0K6T","api-security-review","Reviews Azure API Management configurations for security vulnerabilities, OWASP API Security Top 10 compliance, VNet Internal mode validation, Private Link verification, and Azure Security Benchmark alignment. 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Use when the user asks about Jira tasks, tickets, issues, sprints, or needs to manage project work items.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fawesome-copilot-agents\u002Fskills\u002Fjira-cli\u002FSKILL.md",[],[206,207,208,147,209,210,211,212,120,213,214,215,216,217,218,219,220,221,222,223],"cli","jira","jira cli","init","tasks","create","issues","common","work","command","edit","list","view","project","project work","token","line","sprints",{"skillNo":225,"name":226,"nameZh":6,"description":227,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":98,"licenseFileUrl":6,"sourceHtmlUrl":228,"categories":229,"keywords":230,"publishedAt":38},"01M6HBSNS3JHMW603G47TWE31H","calculator","Performs arbitrary-precision arithmetic calculations including addition, subtraction, multiplication, division, and exponents. Use when the user asks to calculate, compute, or evaluate math expressions, or when precise decimal arithmetic is needed to avoid floating-point errors.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fawesome-copilot-agents\u002Fskills\u002Fcalculator\u002FSKILL.md",[],[226,231,232,233,234,235,236,171,237,238],"npm","js","calculate","node","math","user","compute","errors"]