mesh-analysis

Analyze binary STL meshes to calculate volume and extract component attributes.

98|12|Updated May 15, 2026
One-click install
npx skills add https://github.com/agentscope-ai/PawBench --skill mesh-analysis-agentscope-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mesh-analysis
Source: https://github.com/agentscope-ai/PawBench/tree/main/data/pawbench-v1.0/assets/T126_skillsbench_3d-scan-calc/skills/mesh-analysis
Command: npx skills add https://github.com/agentscope-ai/PawBench --skill mesh-analysis-agentscope-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill analyzes 3D mesh files (STL) to calculate geometric properties and extract attribute data, which is useful for processing noisy 3D scan data and filtering debris.

Core Features & Use Cases

  • Geometric Analysis: Calculate volume and components of complex or noisy meshes.
  • Noise Filtering: Isolate the largest connected component from dirty scan data.
  • Attribute Extraction: Extract metadata like material IDs from STL files.
  • Use Case: If you have a 3D scan of a complex object and need to remove debris and calculate its volume, this skill can help you achieve that.

Quick Start

Run the following command to analyze the largest component of a 3D mesh file: python analyze_mesh.py /path/to/your/file.stl

Frequently Asked Questions about mesh-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I filter debris and noise from a 3D mesh STL file?

To filter debris from a 3D mesh STL file, you can perform connected component analysis to isolate the largest connected component. This effectively separates the main object from surrounding noise and unwanted scan artifacts.

How do I calculate the geometric volume of a complex 3D mesh?

You can calculate the geometric volume of a complex 3D mesh by parsing its STL file structure. The analysis processes the mesh geometry to compute the overall volume, even for highly complex or noisy 3D scan data.

Can I extract material ID attributes from a binary STL file?

Yes, you can extract metadata attributes like material IDs from a binary STL file. The mesh analysis process parses the file structure to retrieve embedded attribute data alongside geometric calculations.

Does this 3D mesh analysis work with binary STL files specifically?

Yes, the 3D mesh analysis specifically supports parsing binary STL files. It is designed to read the binary format directly to perform connected component analysis and extract geometric properties.

What is the best way to process dirty 3D scan data for connected components?

The best way to process dirty 3D scan data is by running connected component analysis to isolate the largest connected component. This approach cleans the mesh by removing debris while preserving the primary scanned object.