Alternatives

Rko Lio alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Rko Lio

A Robust Approach for LiDAR-Inertial Odometry Without Sensor-Specific Modelling

85
Quality
86
Trust
580
Stars
#1

Open3d Slam

Similarity 129Trust 84Strong 79

Pointcloud-based graph SLAM written in C++ using open3D library.

614 starsMay 5, 2026 pushrobotics-iotC++ROS
$ npx skills add leggedrobotics/open3d_slam
#2

Patchwork

Similarity 123Trust 88Excellent 85

SOTA fast and robust ground segmentation using 3D point cloud (accepted in RA-L'21 w/ IROS'21)

584 starsMay 21, 2026 pushrobotics-iotC++ROS
$ npx skills add LimHyungTae/patchwork
#3

ProjectAirSim

Similarity 115Trust 88Excellent 86

Project AirSim is Microsoft's evolution of AirSim, an advanced simulation platform for building, training, and testing autonomous systems in high-fidelity virtual environments

708 starsJun 1, 2026 pushrobotics-iotC++ROS
$ npx skills add iamaisim/ProjectAirSim
#4

Genz Icp

Similarity 115Trust 82Strong 81

GenZ-ICP: SOTA robust LiDAR odometry (IEEE RA-L 2025)

671 starsJun 16, 2026 pushrobotics-iotPythonROS
$ npx skills add cocel-postech/genz-icp
#5

Wavemap

Similarity 115Trust 80Needs review 54

Fast, efficient and accurate multi-resolution, multi-sensor 3D occupancy mapping

561 starsDec 30, 2024 pushrobotics-iotC++ROS
$ npx skills add ethz-asl/wavemap
#6

Lili Om

Similarity 115Trust 77Needs review 54

LiLi-OM is a tightly-coupled, keyframe-based LiDAR-inertial odometry and mapping system for both solid-state-LiDAR and conventional LiDARs.

607 starsMar 18, 2023 pushrobotics-iotC++ROS
$ npx skills add KIT-ISAS/lili-om
#7

Vins Application

Similarity 115Trust 77Needs review 54

VINS-Fusion, VINS-Fisheye, OpenVINS, EnVIO, ROVIO, S-MSCKF, ORB-SLAM2, NVIDIA Elbrus application of different sets of cameras and imu on different board including desktop and Jetson boards

605 starsMar 7, 2023 pushrobotics-iotC++ROS
$ npx skills add engcang/vins-application
#8

Polygon Coverage Planning

Similarity 115Trust 75Needs review 54

Coverage planning in general polygons with holes.

649 starsNov 13, 2023 pushrobotics-iotC++ROS
$ npx skills add ethz-asl/polygon_coverage_planning
#9

Ros Gz

Similarity 114Trust 86Strong 84

Integration between ROS (1 and 2) and Gazebo simulation

522 starsJun 8, 2026 pushrobotics-iotC++ROS
$ npx skills add gazebosim/ros_gz
#10

Isaac Ros Nvblox

Similarity 114Trust 86Strong 80

NVIDIA-accelerated 3D scene reconstruction and Nav2 local costmap provider using nvblox

707 starsMay 1, 2026 pushrobotics-iotC++ROS
$ npx skills add NVIDIA-ISAAC-ROS/isaac_ros_nvblox
#11

DynamixelSDK

Similarity 113Trust 84Strong 79

ROBOTIS Dynamixel SDK (Protocol1.0/2.0)

591 starsMay 6, 2026 pushrobotics-iotC++ROS
$ npx skills add ROBOTIS-GIT/DynamixelSDK
#12

Mcl 3dl

Similarity 112Trust 85Strong 75

A ROS node to perform a probabilistic 3-D/6-DOF localization system for mobile robots with 3-D LIDAR(s). It implements pointcloud based Monte Carlo localization that uses a reference pointcloud as a map.

597 starsDec 22, 2025 pushrobotics-iotC++ROS
$ npx skills add at-wat/mcl_3dl
#13

Apm Planner

Similarity 111Trust 81Strong 74

APM Planner Ground Control Station (Qt)

548 starsApr 18, 2026 pushrobotics-iotC++ROS
$ npx skills add ArduPilot/apm_planner
#14

Aruco Ros

Similarity 110Trust 83Promising 67

Software package and ROS wrappers of the Aruco Augmented Reality marker detector library

598 starsSep 19, 2025 pushrobotics-iotC++ROS
$ npx skills add pal-robotics/aruco_ros
#15

Dwa Planner

Similarity 110Trust 81Promising 67

ROS implementation of DWA(Dynamic Window Approach) Planner

590 starsOct 6, 2025 pushrobotics-iotC++ROS
$ npx skills add amslabtech/dwa_planner
#16

Lidar Slam Detection

Similarity 110Trust 80Promising 55

LSD (LiDAR SLAM & Detection) is an open source perception architecture for autonomous vehicle/robotic

753 starsJan 1, 2025 pushrobotics-iotC++Robotics
$ npx skills add w111liang222/lidar-slam-detection

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Rko Lio if it already passes your workflow test and repository review.

Next step

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