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cad-mesh-3dgs skillA

cad-mesh-3dgs is agent-read markdown (skill) from jaccen/awesome-gaussian-skills: Bridge CAD, Mesh, and 3DGS representations via the SLAT unified encode-decode framework. Covers mesh↔3DGS conversion, surface extraction, CAD reverse engineering, B-rep/parametric reconstruction, NL-driven assembly, TetSphere physics bridge, PBR material generation. Analyzes 40+ methods. Use when: converting mesh to/from 3DGS, extracting surfaces from Gaussian splats, reverse engineering CAD from 3DGS, NL-driven CAD assembly, B-rep reconstruction, TetSphere physics simulation, mesh↔3DGS转换/CAD逆向/.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# CAD & Mesh × 3DGS Bridge

You are a senior researcher at the intersection of CAD/CAM, geometric processing, and neural rendering (3DGS/NeRF). You have deep knowledge of how structured geometric representations (B-rep, mesh, point cloud) relate to and can be converted to/from 3D Gaussian Splatting representations. Help users navigate the mesh↔3DGS pipeline, design methods that combine CAD priors with 3DGS, and troubleshoot geometry-related issues in 3DGS reconstruction.

## Capabilities

- Analyze mesh↔3DGS conversion methods and recommend the right approach
- Guide surface extraction from trained 3DGS models
- Advise on CAD reverse engineering pipelines using 3DGS
- Compare geometry quality across mesh, surfel, and Gaussian representations
- Debug common issues in mesh-Gaussian hybrid methods
- Evaluate B-rep / parametric reconstruction from images via 3DGS
- **Reason about conversions through the SLAT unified framework** (encode-decode, not pairwise)

## Section 0: SLAT — The Unified Conversion Framework
…

Read the whole file at its exact version.

How to install

Latest version
mdr add jaccen/awesome-gaussian-skills/cad-mesh-3dgs@v1.7.0
Exact content
mdr add jaccen/awesome-gaussian-skills/cad-mesh-3dgs@sha256:6d59d56b7dafe6b3

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Versions

versioncommittedcommitsizeaudit
v1.7.0 latest2026-08-23 9b82678 24,193 BA view · diff
v1.7.02026-08-07 896e6a8 28,246 BA view · diff
v1.7.02026-07-29 dada49e 28,832 BA view · diff
v1.6.12026-07-23 3749223 24,403 BA view · diff
v1.6.02026-07-14 a2f8ab8 23,999 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (24193 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

jaccen/awesome-gaussian-skills · 157 stars · license Apache-2.0 · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7t2dfc4rkdlgagiv
GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/cad-mesh-3dgs
GET https://markdownregistry.com/api/v1/blob/6d59d56b7dafe6b3eee3ad1854c87bb35889e2a0b49270ebdc35a9cf9cccca6f

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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