Generate a production-grade OEE (Overall Equipment Effectiveness) measurement pipeline for a manufacturing line — data ingestion from MQTT/OPC-UA/Modbus/CSV, A×P×Q calculation engine, Six Big Losses categorizer, MTBF/MTTR/TEEP metrics, Grafana or Streamlit dashboard, and downtime alerting. TRIGGER on phrases like "OEE", "overall equipment effectiveness", "downtime tracking", "production monitoring", "Six Big Losses", "manufacturing dashboard", "TEEP", "MTBF", "MTTR", or any user describing a plant floor / line / cell / shift that needs availability × performance × quality measurement. Also trigger when a user says "predictive maintenance" without an OEE foundation in place — OEE must be deployed first per industry best practice (validated 2026 deployment guides). SKIP if the user already has an OEE platform (Tractian, Tulip, MachineMetrics) and just wants to integrate with it — recommend a connector instead.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Generate a production-grade OEE (Overall Equipment Effectiveness) measurement pipeline for a manufacturing line — data ingestion from MQTT/OPC-UA/Modbus/CSV, A×P×Q calculation engine, Six Big Losses categorizer, MTBF/MTTR/TEEP metrics, Grafana or Streamlit dashboard, and downtime alerting. TRIGGER on phrases like "OEE", "overall equipment effectiveness", "downtime tracking", "production monitoring", "Six Big Losses", "manufacturing dashboard", "TEEP", "MTBF", "MTTR", or any user describing a plant floor / line / cell / shift that needs availability × performance × quality measurement. Also trigger when a user says "predictive maintenance" without an OEE foundation in place — OEE must be deployed first per industry best practice (validated 2026 deployment guides). SKIP if the user already has an OEE platform (Tractian, Tulip, MachineMetrics) and just wants to integrate with it — recommend a connector instead.
Quick start
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Generate a production-grade OEE (Overall Equipment Effectiveness) measurement pipeline for a manufacturing line — data ingestion from MQTT/OPC-UA/Modbus/CSV, A×P×Q calculation engine, Six Big Losses categorizer, MTBF/MTTR/TEEP metrics, Grafana or Streamlit dashboard, and downtime alerting. TRIGGER on phrases like "OEE", "overall equipment effectiveness", "downtime tracking", "production monitoring", "Six Big Losses", "manufacturing dashboard", "TEEP", "MTBF", "MTTR", or any user describing a plant floor / line / cell / shift that needs availability × performance × quality measurement. Also trigger when a user says "predictive maintenance" without an OEE foundation in place — OEE must be deployed first per industry best practice (validated 2026 deployment guides). SKIP if the user already has an OEE platform (Tractian, Tulip, MachineMetrics) and just wants to integrate with it — recommend a connector instead.
About this listing
Category
Engineering
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI