Home / jaccen / awesome-gaussian-skills · skills/3dgs-method-compare/SKILL.md · GitHub

3dgs-method-compare skillA

3dgs-method-compare is agent-read markdown (skill) from jaccen/awesome-gaussian-skills: Compare 3D Gaussian Splatting variants across 11 dimensions. Built-in knowledge of 872 methods across 23 categories. Supports axis-driven fragment loading for efficient context usage. Use when: comparing 3DGS methods or variants, analyzing trade-offs between Gaussian Splatting approaches, generating comparison tables for 3DGS papers, finding the best 3DGS method for a scenario, 检索3DGS方法对比/3D高斯泼溅方法比较..

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 Method Comparison Engine (Router)

> **Architecture**: Axis-driven static/dynamic router. Do NOT try to apply the comparison logic 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: category
| User Intent | category value |
|-------------|---------------|
| Foundation/baseline methods, opacity, compression | core |
| Surface reconstruction, geometry, text-to-3D generation | geometry |
| Language features, semantic, feed-forward inference | semantic |
| SLAM, large-scale scene, urban reconstruction | slam |
| Dynamic scenes, 4DGS, human/avatar, articulated objects | dynamic |
| Cross-domain, autonomous driving, spatial intelligence, editing, systems | application |
| Broad/unspecified comparison across many categories | all |

### Axis: depth
| User Intent | depth value |
|-------------|-------------|
| Quick lookup, single method info | quick |
| Standard comparison (2-5 methods, focused analysis) | standard |
| Comprehensive survey, full-category scan | comprehensive |
…

Read the whole file at its exact version.

How to install

Latest version
mdr add jaccen/awesome-gaussian-skills/3dgs-method-compare@v3.0.0
Exact content
mdr add jaccen/awesome-gaussian-skills/3dgs-method-compare@sha256:f12425d46f4513e1

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
v3.0.0 latest2026-09-22 de154fa 6,349 BA view · diff
v3.0.02026-09-21 43aac8f 6,232 BA view · diff
v3.0.02026-09-16 59fc397 6,233 BA view · diff
v3.0.02026-09-16 dd7ff95 6,350 BA view · diff
v3.0.02026-09-04 3e12f99 6,350 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 (6349 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_z46rbh4v3ddjk4w4
GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/3dgs-method-compare
GET https://markdownregistry.com/api/v1/blob/f12425d46f4513e13b371042b73f040e8d82baf88befa73b57e627509c24a093

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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