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1. causalagent causalagent Public

   OT-native causal decision intelligence engine. Causal graph inference across Modbus/TCP, DNP3, OPC-UA, SNMP. IEC 62443-3-3 safety guardrails. MITRE ATT&CK for ICS classification. Explainable AI tra…

   Python

2. Industrial-AI-Data-Backbone Industrial-AI-Data-Backbone Public

   Reference architecture for enterprise Industrial AI: data backbone, UNS, ISA-95, IEC 62443, and agent fabric patterns across manufacturing, utilities, and critical infrastructure.

3. ot-agent ot-agent Public

   Agentic OT asset classification + IEC 62443 control generation. Hybrid deterministic + local LLM. Air-gap ready via Ollama/vLLM.

   Python

4. ot-asset-classifier ot-asset-classifier Public

   Deterministic IEC 62443-aligned OT asset classification and T×V×I risk scoring. 35+ device-type rules, 14 threat-actor patterns. Zero dependencies

   Python

5. PLCpilot PLCpilot Public

   Self-evolving PLC automation at the edge. Natural language to OpenPLC Structured Text via LLaMA3. 7-agent pipeline: anomaly detection, root cause analysis, GenAI code generation and autonomous depl…

   Python

6. contextfabric-ai contextfabric-ai Public

   Multi-agent context fabric that transforms raw operational signals into trusted operational understanding for AI, Digital Twins, Copilots and Agentic Operations.

   Python