industrial-aiops

@industrial-aiops source repo

11 skills
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Iaiops · industrial-aiops
Vendor-neutral, governed industrial/OT data tap + intelligent troubleshooting. Read (and, gated, write) PLCs, controllers, machine tools and IIoT brokers over OPC-UA, Modbus-TCP, Siemens S7comm, Mitsubishi MC, Omron FINS, MTConnect, MQTT/Sparkplug B, Allen-Bradley EtherNet/IP, EtherCAT (pysoem/SOEM), SECS/GEM (semiconductor / display fab equipment over HSMS), PROFINET (DCP discovery), the building edition (BACnet/IP), and Phoenix Contact PLCnext vPLC — plus cross-protocol diagnostics ("no-data" dataflow diagnosis, OPC-UA connection self-diagnosis, subscription health, ISA-18.2 alarm bad-actors, tag/historian health, and the AI downtime root-cause copilot) and analytics (OEE/downtime, asset inventory, OPC-UA HDA, change-of-value). Use when the task names any industrial protocol, a PLC/SCADA/HMI/historian/CNC/RTU/IED, a semiconductor/display fab or SECS/GEM equipment, an electrical substation, an opc.tcp:// or mqtt:// endpoint, OEE/downtime, downtime root-cause, or OT asset inventory. Routes to the iaiops MCP s

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Iaiops Fab · industrial-aiops
Fab edition of iaiops — semiconductor / display (panel TFT-LCD/OLED) fab equipment over SECS/GEM (SEMI E5 SECS-II, E30 GEM, E37 HSMS) plus OPC-UA for the equipment's internal control layer, with the cross-protocol brain (downtime root-cause copilot, OEE, asset inventory, data quality). Use when the task mentions SECS/GEM, SECS-II, HSMS, GEM host, wafer, panel, fab equipment, MES equipment interface, SVID, ECID, ALID, PPID / process program, recipe list, or a semiconductor / display fab tool. Read-first, MOC-gated writes.

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Iaiops Water · industrial-aiops
Water-treatment edition of iaiops — waterworks / wastewater plants / pump stations: Modbus-TCP/RTU (dosing skids, analyzers, flow meters), OPC-UA (plant SCADA / PLC read), HART-IP process instrumentation (pH, turbidity, conductivity, level, flow transmitters), plus the cross-protocol brain (downtime root-cause, data quality watchdog, OEE). Use when the task mentions water treatment, 水处理, 水厂, 污水, pH, 浊度, turbidity, 电导率, conductivity, dissolved oxygen, 加药, dosing pump, 泵站, pump station, aeration / 曝气, or lift station. Read-first; this edition's tool surface is read-only.

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Iaiops Pharma · industrial-aiops
Pharmaceutical-manufacturing edition of iaiops — GMP drug/biologics plants as a distinct vertical from generic buildings and municipal water. BACnet/IP BMS+EMS (cleanroom pressure cascade, temperature/RH), Modbus (PW/WFI skids, stills, EDI, analysers), HART-IP (conductivity / TOC / level transmitters), OPC-UA (DCS, bioreactors, plant SCADA), plus the cross-protocol brain. Three signature checks: cleanroom_pressure_cascade (EU GMP Annex 1 cascade, door by door), cleanroom_particle_check and pharma_water_check (USP <645> stage-1 procedure). Use when the task mentions pharma, 制药, 药厂, GMP, cleanroom / 洁净室 / 洁净区, Annex 1, 压差梯度, pressure cascade, grade A/B/C/D, 尘埃粒子 / particle count, EMS / 环境监测, PW / WFI / 纯化水 / 注射用水, TOC, 电导率, conductivity, bioreactor / 生物反应器, 冻干机 / lyophilizer, 灌装线 / filling line, CSV, IQ/OQ, Annex 11, Part 11, or 数据完整性 / ALCOA. Read-first; this edition's tool surface is read-only.

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Iaiops Factory · industrial-aiops
Factory edition of iaiops — discrete-manufacturing lines: OPC-UA, Modbus-TCP/RTU, Siemens S7comm (S7-300/400/1200/1500), Mitsubishi MC/MELSEC, Omron FINS (CS/CJ/CP/NX), Allen-Bradley EtherNet/IP (ControlLogix/CompactLogix), EtherCAT (CoE/SOEM), PROFINET (DCP discovery), MTConnect (CNC machine tools), IO-Link (master JSON — sensor-level visibility), MQTT/Sparkplug B/UNS, plus the cross-protocol brain (downtime root-cause, OEE, asset inventory). Use for PLC, CNC, servo/drive bus, name-of-station, tag browse, Unified Namespace, or production-line troubleshooting tasks. Read-first, MOC-gated writes. Also covers Phoenix Contact PLCnext vPLC (via its built-in OPC-UA + Modbus servers).

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Iaiops Plcnext · industrial-aiops
PLCnext / virtualized-PLC edition of iaiops — Phoenix Contact PLCnext Control and vPLC (虚拟化 PLC) reached over its built-in OPC-UA server (opc.tcp 4840) and Modbus-TCP process-data server, plus the cross-protocol brain (dataflow diagnosis, downtime root cause, PdM, OEE, alarm, baseline). A packaging edition — no new connector, no PLCnext-vendor SDK: it routes to the standard OPC-UA and Modbus tools already shipped. Use when the task mentions PLCnext / PLCnext Control / AXC F / vPLC / virtual PLC / 虚拟 PLC / Phoenix Contact controller over OPC-UA or Modbus. Read-first; this edition's tool surface is read-only.

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Iaiops Process · industrial-aiops
Process-industry edition of iaiops — chemical / pharma / food & beverage / oil & gas plants: HART-IP process instrumentation (transmitters, valve positioners, loop current), OPC-UA (DCS / gateway read), Modbus-TCP/RTU (skids, analyzers), optional MQTT/Sparkplug B UNS, plus the cross-protocol brain (downtime root-cause, data quality, OEE). Use when the task mentions HART, HART-IP, transmitter, 变送器, valve positioner, process instrumentation, PV/SV/TV/QV, loop current, burst mode, DCS tap, or a process plant. Read-first, MOC-gated writes.

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Iaiops Building · industrial-aiops
Building edition of iaiops — facility / HVAC / BMS / 厂务 over BACnet/IP (ASHRAE 135): Who-Is discovery, object/point lists, presentValue snapshots, COV capture, TrendLog reads, one MOC-gated property write; plus Modbus-TCP/RTU for meters/chillers and optional plain MQTT for IoT sensors, with the cross-protocol brain. Use when the task mentions BACnet, BACnet-IP, HVAC, AHU, chiller, VAV, BMS, building automation, facility management, 厂务, 楼宇自控, Who-Is, presentValue, or TrendLog; also IO-Link masters for smart building sensors (JSON interface, read-only), and the vendor supervisory-controller REST layer above BACnet (Metasys/OpenBlue, Niagara/oBIX) for point/alarm/trend reads and one MOC-gated command. Read-first, MOC-gated writes.

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Iaiops Clinical · industrial-aiops
Clinical-facility edition of iaiops — hospital / healthcare facilities as a distinct vertical from generic building management, with patient-safety framing. BACnet/IP BMS (isolation-room pressurization + medical-gas source monitoring), Modbus (medical-gas alarm panels / energy meters), OPC-UA (plant SCADA), plus the cross-protocol brain. Two signature safety checks: isolation_room_check (ASHRAE 170 / CDC negative/positive pressure) and medical_gas_check (NFPA 99 / HTM 02-01 O2 / medical air / vacuum source pressures). Use when the task mentions hospital, 医院, healthcare facility, clinical, 医疗设施, isolation room / 隔离病房 / 负压病房 / AII / PE, operating room / OR / 手术室, ICU, medical gas / 医用气体 / 医疗气体, oxygen / 氧气 / medical vacuum / 医用真空, or NFPA 99. Read-first; this edition's tool surface is read-only.

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Iaiops Warehouse · industrial-aiops
Warehouse / intralogistics edition of iaiops — distribution centers, fulfillment, material handling: conveyors, sorters, palletizers, AS/RS, and AGV/AMR fleets. EtherNet/IP (Allen-Bradley / Rockwell conveyor & sorter PLCs), Profinet (Siemens material-handling lines), Modbus (VFDs / energy meters, with conveyor_vfd & agv_battery templates), OPC-UA (WMS/WCS gateways), and MQTT-Sparkplug (AMR / IoT telemetry) — plus the cross-protocol brain: predictive maintenance (pdm_forecast for conveyor-drive bearing/thermal trend), downtime triage, OEE/throughput, and alarm analysis. Use when the task mentions warehouse, 仓储, 物流, intralogistics, distribution center / DC, fulfillment, conveyor / 输送线, sorter / 分拣, palletizer, AS/RS / 立体库, AGV / AMR / 移动机器人, WMS / WCS, or material handling. Read-first; this edition's tool surface is read-only.

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Iaiops Renewables · industrial-aiops
Renewables edition of iaiops — solar PV plants and wind farms: PV inverters / string combiners and wind-turbine controllers over Modbus (SUN2000 / Growatt / generic wind-turbine templates), plant SCADA over OPC-UA, and MQTT-Sparkplug telemetry, plus the cross-protocol brain (PdM, downtime, OEE, alarm) and a renewables signature tool pv_performance (underperforming-string detection). Use when the task mentions solar / 光伏 / PV / photovoltaic, inverter / 逆变器 / 组串 / string / combiner, irradiance / 辐照 / POA, wind / 风电 / turbine / 风机 / nacelle / pitch / yaw, plant SCADA, performance ratio, soiling / 积灰 / shading / 遮挡, or 电站. Read-first; this edition's tool surface is read-only.

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11 published skills