Point Cloud Processing Skill
Specialized skill for 3D point cloud processing and analysis using PCL and Open3D
npx skills add majiayu000/claude-skill-registry --skill point-cloud-processing --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Point Cloud Processing Skill ## Overview Expert skill for processing, analyzing, and manipulating 3D point cloud data using PCL (Point Cloud Library) and Open3D. ## Capabilities - Implement point cloud filtering (voxel grid, statistical outlier, passthrough) - Configure ground plane segmentation (RANSAC, SAC) - Implement clustering algorithms (Euclidean, DBSCAN) - Set up surface reconstruction (Poisson, ball pivoting) - Configure feature extraction (FPFH, SHOT, PFH) - Implement registration algorithms (ICP, NDT, GICP) - Set up octree and KD-tree spatial indexing - Process organized and unorganized point clouds - Implement point cloud downsampling strategies - Configure LiDAR-camera fusion ## Target Processes - lidar-mapping-localization.js - object-detection-pipeline.js - sensor-fusion-framework.js - synthetic-data-pipeline.js ## Dependencies - PCL (Point Cloud Library) - Open3D - pcl_ros - laser_geometry ## Usage Context This skill is invoked when processes require 3D point cloud manipulation, LiDAR data processing, surface reconstruction, or point cloud registration tasks. ## Output Artifacts - Point cloud processing pipelines - Filter chain configurations - Registration parame
- Overview
- Capabilities
- Target Processes
- Dependencies
- Usage Context
- Output Artifacts
What does the Point Cloud Processing Skill skill do?
Specialized skill for 3D point cloud processing and analysis using PCL and Open3D
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill point-cloud-processing --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.