lidar

name	lidar
version	1.0.0
description	LiDAR technology reference — point cloud processing, scan types, coordinate systems, and applications. Use when working with LiDAR data, configuring scanners, or processing 3D point clouds.
author	BytesAgain
homepage	https://bytesagain.com
source	https://github.com/bytesagain/ai-skills
tags	["lidar","point-cloud","3d-scanning","remote-sensing","industrial"]
category	industrial

LiDAR — Light Detection and Ranging Reference

Quick-reference skill for LiDAR technology, point cloud data processing, scanner configuration, and mapping applications.

When to Use

• Processing point cloud data (LAS/LAZ/PCD formats)
• Configuring LiDAR scanners for survey or mapping
• Understanding scan patterns and coordinate systems
• Filtering, classifying, or visualizing point cloud data
• Choosing between airborne, terrestrial, and mobile LiDAR

Commands

intro

scripts/script.sh intro

LiDAR fundamentals — how it works, types of systems, key specifications.

formats

scripts/script.sh formats

Point cloud file formats: LAS, LAZ, PCD, E57, PLY, XYZ.

processing

scripts/script.sh processing

Point cloud processing pipeline — filtering, registration, classification, meshing.

coordinate

scripts/script.sh coordinate

Coordinate systems and georeferencing — WGS84, UTM, local, IMU/GNSS integration.

scanners

scripts/script.sh scanners

LiDAR scanner types and major manufacturers — Velodyne, SICK, Leica, FARO, Ouster.

applications

scripts/script.sh applications

LiDAR applications: autonomous vehicles, surveying, forestry, archaeology, BIM.

tools

scripts/script.sh tools

Software tools for point cloud processing — CloudCompare, PDAL, PCL, LAStools, QGIS.

checklist

scripts/script.sh checklist

LiDAR survey planning and quality assurance checklist.

help

scripts/script.sh help

version

scripts/script.sh version

Configuration

Variable	Description
LIDAR_DIR	Data directory (default: ~/.lidar/)

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