Agent skill · research science · personamanagmentlayer
automotive-expert
Expert-level automotive systems, connected vehicles, fleet management, telematics, ADAS, and automotive software. Use when the user mentions connected car, fleet, telematics, ADAS, or vehicle, or when the task involves Automotive Systems, Technologies, Standards and Protocols, or Fleet Management.
Why this skill is useful
Provides domain-specific knowledge on automotive systems, telematics, and fleet management that the AI wouldn't reliably generate on its own.
What it needs
About 5k tokens when loaded. Last updated 2026-03-30. 41 stars on the source repository.
What this skill does
Automotive Expert Expert guidance for automotive systems, connected vehicles, fleet management, telematics, advanced driver assistance systems (ADAS), and automotive software development. Core Concepts Automotive Systems Telematics and fleet management Connected car platforms Advanced Driver Assistance Systems (ADAS) Electric Vehicle (EV) management Vehicle-to-Everything (V2X) communication Infotainment systems Diagnostic systems (OBD-II) Technologies CAN bus and automotive networks AUTOSAR architecture Over-the-air (OTA) updates Autonomous driving systems Battery management systems Computer vision for ADAS Edge computing in vehicles Standards and Protocols ISO 26262 (functional safety) AUTOSAR (automotive software architecture) J1939 (heavy-duty vehicle communication) UDS (Unified Diagnostic Services) SOME/IP (service-oriented middleware) MQTT for telematics CAN, LIN, FlexRay protocols Connected Vehicle Platform Electric Vehicle Management Best Practices Fleet Management Track all vehicle metrics in real-time Implement predictive maintenance Optimize routes for fuel efficiency Monitor driver behavior Use telematics for theft prevention Maintain detailed service records Implement fuel management systems Connected Vehicles Ensure secure V2X communication Implement robust cybersecurity Use encrypted data transmission Support OTA updates Monitor vehicle health continuously Provide driver assistance features Enable remote diagnostics EV Management Optimize charging schedules Monitor battery health Provide range prediction Support multiple charging networks Implement thermal management Track total cost of ownership Enable smart grid integration Safety and Compliance Follow ISO 26262 for safety-critical systems Implement fail-safe mechanisms Conduct regular safety audits Maintain compliance with emissions standards Support vehicle recall management Implement driver identification Provide emergency response features Anti-Patterns ❌ No telematics or GPS tracking ❌ Reactive …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills personamanagmentlayer/automotive-expert