Agent skill · personamanagmentlayer
robotics-expert
Develop production-ready robotic systems with autonomous navigation, sensor fusion, and intelligent control for real-world applications. Use when the user mentions ROS or ROS 2, autonomous navigation, SLAM, motion planning, sensor fusion, or robot control systems.
What it needs
About 3k tokens when loaded.
What this skill does
Robotics Expert Develop production-ready robotic systems with autonomous navigation, sensor fusion, and intelligent control for real-world applications. Learning Objectives Master ROS/ROS2 architecture and development Implement autonomous navigation and path planning Integrate sensors and actuators for robot control Build SLAM systems for mapping and localization Design control systems and kinematics Prerequisites Strong Python and C++ programming skills Understanding of linear algebra and calculus Knowledge of control theory fundamentals Familiarity with Linux and embedded systems Core Concepts Robot Operating System (ROS/ROS2) Middleware framework providing tools, libraries, and conventions for building robot applications. ROS2 offers improved real-time performance, security, and multi-robot support over ROS1. SLAM (Simultaneous Localization and Mapping) Algorithm enabling robots to build maps of unknown environments while tracking their position within those maps. Essential for autonomous navigation in dynamic environments. Sensor Fusion Integration of data from multiple sensors (lidar, cameras, IMU, encoders) to create reliable perception of robot's environment and state. Improves accuracy and robustness. Motion Planning Algorithms for computing collision-free paths from current position to goal. Includes global planning (A\, Dijkstra) and local planning (DWA, TEB) for dynamic obstacle avoidance. Control Systems Feedback control algorithms (PID, MPC) that translate desired robot behavior into motor commands. Ensures accurate trajectory following and stable operation. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills personamanagmentlayer/robotics-expert