3dgs-engineering-guide skillA
3dgs-engineering-guide is agent-read markdown (skill) from jaccen/awesome-gaussian-skills: Guide for deploying 3DGS from research to production: 10 industry verticals, engineering stack, GIS toolchain solutions, cross-platform deployment, and common pitfalls. References 872 methods. Use when: deploying 3DGS to production or industry, selecting tools/pipeline/platform, troubleshooting engineering problems (OOM, artifacts, platform lock-in), integrating 3DGS with GIS/BIM/ROS2/game engines, 3DGS部署/高斯泼溅工程化/3DGS生产环境/工程指南..
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
# 3DGS Engineering Guide (Router) > **Architecture**: Axis-driven static/dynamic router. Do NOT try to apply the engineering guidance from memory or from this router alone. Always load fragments from disk as described below. ## Step 1 — Detect Request Axes Analyze the user's request to determine axis values: ### Axis: domain | User Intent | domain value | |-------------|-------------| | Autonomous driving simulation, sensor sim | autonomous-driving | | Digital twin, smart city, GIS | digital-twin | | Cultural heritage, museum, 3D archiving | culture | | Film, game production, virtual production | film-games | | E-commerce, 3D product display, WebAR | ecommerce | | Industrial inspection, drone survey | industrial | | AR/VR/MR headsets, spatial computing | ar-vr | | BIM, architecture, as-built verification | bim | | Robotics, embodied AI, manipulation | robotics | | Military simulation, defense | military | | World model, interactive 3D world | world-model | | Unspecified or broad engineering question | all | ### Axis: focus | User Intent | focus value | |-------------|-------------| | Data acquisition, reconstruction, deployment pipeline | pipeline | …
Read the whole file at its exact version.
How to install
mdr add jaccen/awesome-gaussian-skills/3dgs-engineering-guide@v2.0.0mdr add jaccen/awesome-gaussian-skills/3dgs-engineering-guide@sha256:6984e42a5cb87d47Pin 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.
[](https://markdownregistry.com/a/art_rbsyq2mlrbnrq2x5)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-09-22 | de154fa | 7,058 B | A | view · diff |
| v2.0.0 | 2026-09-21 | 43aac8f | 6,936 B | A | view · diff |
| v2.0.0 | 2026-09-16 | 59fc397 | 6,937 B | A | view · diff |
| v2.0.0 | 2026-09-16 | dd7ff95 | 7,059 B | A | view · diff |
| v2.0.0 | 2026-09-04 | 3e12f99 | 7,059 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7058 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
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_rbsyq2mlrbnrq2x5 GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/3dgs-engineering-guide GET https://markdownregistry.com/api/v1/blob/6984e42a5cb87d4753a4ebf9338508b3f15298ef938a6d4312d682ba59003d12
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